thesis ideas for computer engineering

Top 100+ Computer Engineering Project Topics [Updated]

Computer engineering projects offer a captivating blend of creativity and technical prowess, allowing enthusiasts to dive into a world where innovation meets functionality. Whether you’re fascinated by hardware design, software development, networking, or artificial intelligence, there’s a wide array of project topics to explore within the realm of computer engineering. In this blog, we’ll delve into some intriguing computer engineering project topics, catering to both beginners and seasoned enthusiasts alike.

What Is A CSE Project?

Table of Contents

A CSE project refers to a project within the field of Computer Science and Engineering (CSE). These projects involve the application of computer science principles and engineering techniques to develop software, hardware, or systems that solve real-world problems or advance technology.

CSE projects can range from developing new algorithms and programming languages to designing and building computer hardware, networking systems, software applications, or artificial intelligence systems.

They often require interdisciplinary knowledge and skills in areas such as programming, data structures, algorithms, software engineering, hardware design, networking, and more.

How Do I Start A CSE Project?

Starting a CSE (Computer Science and Engineering) project can be an exciting endeavor, but it requires careful planning and preparation. Here’s a step-by-step guide to help you get started:

• Define Your Project Scope and Goals:
• Identify the problem or opportunity you want to address with your project.
• Clearly define the objectives and outcomes you aim to achieve.
• Determine the scope of your project, including the technologies, tools, and resources you’ll need.
• Conduct Research:
• Research existing solutions and technologies related to your project idea.
• Identify any gaps or opportunities for innovation in the field.
• Explore relevant literature, academic papers, online resources, and case studies to gain insights and inspiration.
• Choose a Project Topic:
• Based on your research, select a specific topic or area of focus for your project.
• Take into account your passions, abilities, and the assets at your disposal.
• Make sure that the topic you select corresponds with the aims and objectives of your project.
• Develop a Project Plan:
• Make a thorough plan for your project by writing down all the things you need to do, when you need to do them, and what you want to achieve at different points.
• Break the project into smaller parts that are easier to handle, and if you’re working with others, make sure everyone knows what they’re responsible for.
• Define the deliverables and criteria for success for each phase of the project.
• Gather Resources:
• Identify the software, hardware, and other resources you’ll need for your project.
• Set up development environments, programming tools, and any necessary infrastructure.
• Consider collaborating with peers, mentors, or experts who can provide guidance and support.
• Design Your Solution:
• Develop a conceptual design or architecture for your project.
• Define the system requirements, data structures, algorithms, and user interfaces.
• Consider usability, scalability, security, and other factors in your design decisions.
• Implement Your Project:
• Start building your project based on the design and specifications you’ve developed.
• Write code, design user interfaces, implement algorithms, and integrate components as needed.
• Test your project continuously throughout the development process to identify and fix any issues early on.
• Iterate and Refine:
• Iterate on your project based on feedback and testing results.
• Refine your implementation, make improvements, and address any issues or challenges that arise.
• Continuously evaluate your progress against your project plan and adjust as necessary.
• Document Your Work:
• Keep detailed documentation of your project, including design decisions, code comments, and user manuals.
• Document any challenges you faced, solutions you implemented, and lessons learned throughout the project.
• Present Your Project:
• Prepare a presentation or demo showcasing your project’s features, functionality, and achievements.
• Communicate your project’s goals, methodology, results, and impact effectively to your audience.
• Solicit feedback from peers, instructors, or industry professionals to gain insights and improve your project.

By following these steps and staying organized, focused, and adaptable, you can successfully start and complete a CSE project that not only enhances your skills and knowledge but also makes a meaningful contribution to the field of computer science and engineering.

Top 100+ Computer Engineering Project Topics

• Design and Implementation of a Simple CPU
• Development of a Real-time Operating System Kernel
• Construction of a Digital Signal Processor (DSP)
• Designing an FPGA-based Video Processing System
• Building a GPU for Parallel Computing
• Development of a Low-Power Microcontroller System
• Designing an Efficient Cache Memory Architecture
• Construction of a Network-on-Chip (NoC) for Multicore Systems
• Development of a Hardware-based Encryption Engine
• Designing a Reconfigurable Computing Platform
• Building a RISC-V Processor Core
• Development of a Custom Instruction Set Architecture (ISA)
• Designing an Energy-Efficient Embedded System
• Construction of a High-Speed Serial Communication Interface
• Developing a Real-time Embedded System for Robotics
• Designing an IoT-based Home Automation System
• Building a Wearable Health Monitoring Device
• Development of a Wireless Sensor Network for Environmental Monitoring
• Designing an Automotive Control System
• Building a GPS Tracking System for Vehicles
• Development of a Smart Grid Monitoring System
• Designing a Digital Audio Processor for Music Synthesis
• Building a Speech Recognition System
• Developing a Biometric Authentication System
• Designing a Facial Recognition Security System
• Construction of an Autonomous Drone
• Development of a Gesture Recognition Interface
• Designing an Augmented Reality Application
• Building a Virtual Reality Simulator
• Developing a Haptic Feedback System
• Designing a Real-time Video Streaming Platform
• Building a Multimedia Content Delivery Network (CDN)
• Development of a Scalable Web Server Architecture
• Designing a Peer-to-Peer File Sharing System
• Building a Distributed Database Management System
• Developing a Blockchain-based Voting System
• Designing a Secure Cryptocurrency Exchange Platform
• Building an Anonymous Communication Network
• Development of a Secure Email Encryption System
• Designing a Network Intrusion Detection System (NIDS)
• Building a Firewall with Deep Packet Inspection (DPI)
• Developing a Vulnerability Assessment Tool
• Designing a Secure Password Manager Application
• Building a Malware Analysis Sandbox
• Development of a Phishing Detection System
• Designing a Chatbot for Customer Support
• Building a Natural Language Processing (NLP) System
• Developing an AI-powered Personal Assistant
• Designing a Recommendation System for E-commerce
• Building an Intelligent Tutoring System
• Development of a Sentiment Analysis Tool
• Designing an Autonomous Vehicle Navigation System
• Building a Traffic Management System
• Developing a Smart Parking Solution
• Designing a Remote Health Monitoring System
• Building a Telemedicine Platform
• Development of a Medical Image Processing Application
• Designing a Drug Discovery System
• Building a Healthcare Data Analytics Platform
• Developing a Smart Agriculture Solution
• Designing a Crop Monitoring System
• Building an Automated Irrigation System
• Developing a Food Quality Inspection Tool
• Designing a Supply Chain Management System
• Building a Warehouse Automation Solution
• Developing a Inventory Optimization Tool
• Designing a Smart Retail Store System
• Building a Self-checkout System
• Developing a Customer Behavior Analytics Platform
• Designing a Fraud Detection System for Banking
• Building a Risk Management Solution
• Developing a Personal Finance Management Application
• Designing a Stock Market Prediction System
• Building a Portfolio Management Tool
• Developing a Smart Energy Management System
• Designing a Home Energy Monitoring Solution
• Building a Renewable Energy Integration Platform
• Developing a Smart Grid Demand Response System
• Designing a Disaster Management System
• Building an Emergency Response Coordination Tool
• Developing a Weather Prediction and Monitoring System
• Designing a Climate Change Mitigation Solution
• Building a Pollution Monitoring and Control System
• Developing a Waste Management Optimization Tool
• Designing a Smart City Infrastructure Management System
• Building a Traffic Congestion Management Solution
• Developing a Public Safety and Security Platform
• Designing a Citizen Engagement and Participation System
• Building a Smart Transportation Network
• Developing a Smart Water Management System
• Designing a Water Quality Monitoring and Control System
• Building a Flood Detection and Response System
• Developing a Coastal Erosion Prediction Tool
• Designing an Air Quality Monitoring and Control System
• Building a Green Building Energy Optimization Solution
• Developing a Sustainable Transportation Planning Tool
• Designing a Wildlife Conservation Monitoring System
• Building a Biodiversity Mapping and Protection Platform
• Developing a Natural Disaster Early Warning System
• Designing a Remote Sensing and GIS Integration Solution
• Building a Climate Change Adaptation and Resilience Platform

7 Helpful Tips for Final Year Engineering Project

Embarking on a final year engineering project can be both exhilarating and daunting. Here are seven helpful tips to guide you through the process and ensure the success of your project:

Start Early and Plan Thoroughly

• Begin planning your project as soon as possible to allow ample time for research, design, and implementation.
• Break down your project into smaller tasks and create a detailed timeline with milestones to track your progress.
• Consider any potential challenges or obstacles you may encounter and plan contingencies accordingly.

Choose the Right Project

• Select a project that aligns with your interests, skills, and career goals.
• Ensure that the project is feasible within the time and resource constraints of your final year.
• Seek advice from professors, mentors, or industry professionals to help you choose a project that is both challenging and achievable.

Conduct Thorough Research

• Invest time in researching existing solutions, technologies, and literature related to your project idea.
• Identify gaps or opportunities for innovation that your project can address.
• Keep track of relevant papers, articles, and resources to inform your design and implementation decisions.

Communicate Effectively

• Maintain regular communication with your project advisor or supervisor to seek guidance and feedback.
• Collaborate effectively with teammates, if applicable, by establishing clear channels of communication and dividing tasks appropriately.
• Practice effective communication skills when presenting your project to classmates, professors, or industry professionals.

Focus on Quality and Innovation

• Strive for excellence in every aspect of your project, from design and implementation to documentation and presentation.
• Try to come up with new ideas and find ways to make them better than what’s already out there.
• Make sure you do your work carefully and make it the best it can be.

Test and Iterate

• Test your project rigorously throughout the development process to identify and address any issues or bugs.
• Solicit feedback from peers, advisors, or end-users to gain insights and improve your project.
• Iterate on your design and implementation based on feedback and testing results to refine your solution and enhance its functionality.

Manage Your Time Effectively

• Prioritize tasks and allocate time wisely to ensure that you meet deadlines and deliverables.
• Break down larger tasks into smaller, manageable chunks and tackle them one at a time.
• Stay organized with tools such as calendars, to-do lists, and project management software to track your progress and stay on schedule.

By following these tips and staying focused, disciplined, and proactive, you can navigate the challenges of your final year engineering project with confidence and achieve outstanding results. Remember to stay flexible and adaptable, and don’t hesitate to seek help or advice when needed. Good luck!

Computer engineering project topics offer a unique opportunity to blend creativity with technical expertise, empowering enthusiasts to explore diverse domains of computing while tackling real-world challenges. Whether you’re interested in hardware design, software development, networking, or artificial intelligence, there’s a wealth of project topics to inspire innovation and learning.

By starting these projects, people who are passionate about it can improve their abilities, learn more, and add to the changing world of technology. So, get ready to work hard, let your imagination flow, and begin an exciting adventure of learning and discovery in the amazing field of computer engineering.

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Home > College of Natural Sciences > COMPUTERSCI-ENGINEERING > COMPUTERSCI-ENGINEERING-ETD

Computer Science and Engineering Theses, Projects, and Dissertations

Theses/projects/dissertations from 2023 2023.

CLASSIFICATION OF LARGE SCALE FISH DATASET BY DEEP NEURAL NETWORKS , Priyanka Adapa

GEOSPATIAL WILDFIRE RISK PREDICTION USING DEEP LEARNING , Abner Alberto Benavides

HUMAN SUSPICIOUS ACTIVITY DETECTION , Nilamben Bhuva

MAX FIT EVENT MANAGEMENT WITH SALESFORCE , AKSHAY DAGWAR

MELANOMA DETECTION BASED ON DEEP LEARNING NETWORKS , Sanjay Devaraneni

Heart Disease Prediction Using Binary Classification , Virendra Sunil Devare

CLASSIFICATION OF THORAX DISEASES FROM CHEST X-RAY IMAGES , Sharad Jayusukhbhai Dobariya

WEB BASED MANAGEMENT SYSTEM FOR HOUSING SOCIETY , Likhitha Reddy Eddala

Sales and Stock Management System , Rashmika Gaddam Ms

CONTACTLESS FOOD ORDERING SYSTEM , Rishivar Kumar Goli

RESTAURANT MANAGEMENT WEBSITE , Akhil Sai Gollapudi

DISEASE OF LUNG INFECTION DETECTION USING CNN MODEL -BAYESIAN OPTIMIZATION , poojitha gutha

DATA POISONING ATTACKS ON PHASOR MEASUREMENT UNIT DATA , Rutuja Sanjeev Haridas

CRIME MAPPING ANALYSIS USING WEB APPLICATION. , Lavanya Krishnappa

A LONG-TERM FUNDS PREDICTOR BASED ON DEEP LEARNING , SHUIYI KUANG

LIVER SEGMENTATION AND LESION DETECTION IN MEDICAL IMAGES USING A DEEP LEARNING-BASED U-NET MODEL , Kaushik Mahida

PHASOR MEASUREMENT UNIT DATA VISUALIZATION , Nikhila Mandava

TWITTER POLICING , Hemanth Kumar Medisetty

TRANSACTION MANAGEMENT SYSYEM FOR A PUBLISHER , HASSAIN SHAREEF MOHAMMED JR

LOBANGU: AN OPTICAL CHARACTER RECOGNITION RECEIPT MANAGEMENT APP FOR HEALTH CENTER PHARMACIES IN THE D.R.CONGO AND SURROUNDING EASTERN AFRICAN COUNTRIES , Bénis Munganga

PREDICTIVE MODEL FOR CFPB CONSUMER COMPLAINTS , Vyshnavi Nalluri

REVIEW CLASSIFICATION USING NATURAL LANGUAGE PROCESSING AND DEEP LEARNING , Brian Nazareth

Brain Tumor Detection Using MRI Images , Mayur Patel

QUIZ WEB APPLICATION , Dipti Rathod

HYPOTHYROID DISEASE ANALYSIS BY USING MACHINE LEARNING , SANJANA SEELAM

Pillow Based Sleep Tracking Device Using Raspberry Pi , Venkatachalam Seviappan

FINSERV ANDROID APPLICATION , Harsh Piyushkumar Shah

AUTOMATED MEDICAL NOTES LABELLING AND CLASSIFICATION USING MACHINE LEARNING , Akhil Prabhakar Thota

GENETIC PROGRAMMING TO OPTIMIZE PERFORMANCE OF MACHINE LEARNING ALGORITHMS ON UNBALANCED DATA SET , Asitha Thumpati

GOVERNMENT AID PORTAL , Darshan Togadiya

GENERAL POPULATION PROJECTION MODEL WITH CENSUS POPULATION DATA , Takenori Tsuruga

LUNG LESION SEGMENTATION USING DEEP LEARNING APPROACHES , Sree Snigdha Tummala

DETECTION OF PHISHING WEBSITES USING MACHINE LEARNING , Saranya Valleri

Machine Learning for Kalman Filter Tuning Prediction in GPS/INS Trajectory Estimation , Peter Wright

Theses/Projects/Dissertations from 2022 2022

LEARN PROGRAMMING IN VIRTUAL REALITY? A PROJECT FOR COMPUTER SCIENCE STUDENTS , Benjamin Alexander

LUNG CANCER TYPE CLASSIFICATION , Mohit Ramajibhai Ankoliya

HIGH-RISK PREDICTION FOR COVID-19 PATIENTS USING MACHINE LEARNING , Raja Kajuluri

IMPROVING INDIA’S TRAFFIC MANAGEMENT USING INTELLIGENT TRANSPORTATION SYSTEMS , Umesh Makhloga

DETECTION OF EPILEPSY USING MACHINE LEARNING , Balamurugan Murugesan

SOCIAL MOBILE APPLICATION: UDROP , Mahmoud Oraiqat

Improved Sensor-Based Human Activity Recognition Via Hybrid Convolutional and Recurrent Neural Networks , Sonia Perez-Gamboa

College of Education FileMaker Extraction and End-User Database Development , Andrew Tran

DEEP LEARNING EDGE DETECTION IN IMAGE INPAINTING , Zheng Zheng

Theses/Projects/Dissertations from 2021 2021

A General Conversational Chatbot , Vipin Nambiar

Verification System , Paras Nigam

DESKTOP APPLICATION FOR THE PUZZLE BOARD GAME “RUSH HOUR” , Huanqing Nong

Ahmedabad City App , Rushabh Picha

COMPUTER SURVEILLANCE SYSTEM USING WI-FI FOR ANDROID , Shashank Reddy Saireddy

ANDROID PARKING SYSTEM , Vishesh Reddy Sripati

Sentiment Analysis: Stock Index Prediction with Multi-task Learning and Word Polarity Over Time , Yue Zhou

Theses/Projects/Dissertations from 2020 2020

BUBBLE-IN DIGITAL TESTING SYSTEM , Chaz Hampton

FEEDBACK REVIEW SYSTEM USING SENTIMENT ANALYSIS , Vineeth Kukkamalla

WEB APPLICATION FOR MOVIE PERFORMANCE PREDICTION , Devalkumar Patel

Theses/Projects/Dissertations from 2019 2019

REVIEWS TO RATING CONVERSION AND ANALYSIS USING MACHINE LEARNING TECHNIQUES , Charitha Chanamolu

EASY EXAM , SARTHAK DABHI

EXTRACT TRANSFORM AND LOADING TOOL FOR EMAIL , Amit Rajiv Lawanghare

VEHICLE INFORMATION SYSTEM USING BLOCKCHAIN , Amey Zulkanthiwar

Theses/Projects/Dissertations from 2018 2018

USING AUTOENCODER TO REDUCE THE LENGTH OF THE AUTISM DIAGNOSTIC OBSERVATION SCHEDULE (ADOS) , Sara Hussain Daghustani

California State University, San Bernardino Chatbot , Krutarth Desai

ORGANIZE EVENTS MOBILE APPLICATION , Thakshak Mani Chandra Reddy Gudimetla

SOCIAL NETWORK FOR SOFTWARE DEVELOPERS , Sanket Prabhakar Jadhav

VIRTUALIZED CLOUD PLATFORM MANAGEMENT USING A COMBINED NEURAL NETWORK AND WAVELET TRANSFORM STRATEGY , Chunyu Liu

INTER PROCESS COMMUNICATION BETWEEN TWO SERVERS USING MPICH , Nagabhavana Narla

SENSOR-BASED HUMAN ACTIVITY RECOGNITION USING BIDIRECTIONAL LSTM FOR CLOSELY RELATED ACTIVITIES , Arumugam Thendramil Pavai

NEURAL NETWORK ON VIRTUALIZATION SYSTEM, AS A WAY TO MANAGE FAILURE EVENTS OCCURRENCE ON CLOUD COMPUTING , Khoi Minh Pham

EPICCONFIGURATOR COMPUTER CONFIGURATOR AND CMS PLATFORM , IVO A. TANTAMANGO

STUDY ON THE PATTERN RECOGNITION ENHANCEMENT FOR MATRIX FACTORIZATIONS WITH AUTOMATIC RELEVANCE DETERMINATION , hau tao

Theses/Projects/Dissertations from 2017 2017

CHILDREN’S SOCIAL NETWORK: KIDS CLUB , Eiman Alrashoud

MULTI-WAY COMMUNICATION SYSTEM , S. Chinnam

WEB APPLICATION FOR GRADUATE COURSE RECOMMENDATION SYSTEM , Sayali Dhumal

MOBILE APPLICATION FOR ATTENDANCE SYSTEM COYOTE-ATTENDANCE , Sindhu Hari

WEB APPLICATION FOR GRADUATE COURSE ADVISING SYSTEM , Sanjay Karrolla

Custom T-Shirt Designs , Ranjan Khadka

STUDENT CLASS WAITING LIST ENROLLMENT , AISHWARYA LACHAGARI

ANDROID MOBILE APPLICATION FOR HOSPITAL EXECUTIVES , Vihitha Nalagatla

PIPPIN MACHINE , Kiran Reddy Pamulaparthy

SOUND MODE APPLICATION , Sindhuja Pogaku

I2MAPREDUCE: DATA MINING FOR BIG DATA , Vishnu Vardhan Reddy Sherikar

COMPARING AND IMPROVING FACIAL RECOGNITION METHOD , Brandon Luis Sierra

NATURAL LANGUAGE PROCESSING BASED GENERATOR OF TESTING INSTRUMENTS , Qianqian Wang

AUTOMATIC GENERATION OF WEB APPLICATIONS AND MANAGEMENT SYSTEM , Yu Zhou

Theses/Projects/Dissertations from 2016 2016

CLOTH - MODELING, DEFORMATION, AND SIMULATION , Thanh Ho

CoyoteLab - Linux Containers for Educational Use , Michael D. Korcha

PACKET FILTER APPROACH TO DETECT DENIAL OF SERVICE ATTACKS , Essa Yahya M Muharish

DATA MINING: TRACKING SUSPICIOUS LOGGING ACTIVITY USING HADOOP , Bir Apaar Singh Sodhi

Theses/Projects/Dissertations from 2015 2015

APPLY DATA CLUSTERING TO GENE EXPRESSION DATA , Abdullah Jameel Abualhamayl Mr.

Density Based Data Clustering , Rayan Albarakati

Developing Java Programs on Android Mobile Phones Using Speech Recognition , Santhrushna Gande

THE DESIGN AND IMPLEMENTATION OF AN ADAPTIVE CHESS GAME , Mehdi Peiravi

CALIFORNIA STATE UNIVERSITY SAN BERNARDINO WiN GPS , Francisco A. Ron

ESTIMATION ON GIBBS ENTROPY FOR AN ENSEMBLE , Lekhya Sai Sake

A WEB-BASED TEMPERATURE MONITORING SYSTEM FOR THE COLLEGE OF ARTS AND LETTERS , Rigoberto Solorio

ANTICS: A CROSS-PLATFORM MOBILE GAME , Gerren D. Willis

Theses/Projects/Dissertations from 2014 2014

Introducing Non-Determinism to the Parallel C Compiler , Rowen Concepcion

THE I: A CLIENT-BASED POINT-AND-CLICK PUZZLE GAME , Aldo Lewis

Interactive Student Planner Application , NII TETTEH TACKIE YARBOI

ANDROID MOBILE APPLICATION FOR CREST COMMUNITY CHURCH IN RIVERSIDE , Ran Wei

Proton Computed Tomography: Matrix Data Generation Through General Purpose Graphics Processing Unit Reconstruction , micah witt

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Computing Engineering Dissertation Topics

Published by Jamie Walker at January 10th, 2023 , Revised On August 18, 2023

Over a period of time, dissertations have become an inherent component of higher education studies. They are not only entrenched within the master or a PhD. Degree but also in undergraduate programmes. Computer engineering dissertations allow the researchers to choose a topic of particular interest to them and research further into the topic to add to the current body of literature.

However, choosing a topic from an extensive list of topics is always easier than working on the first topic you find interesting.

To help you get started with brainstorming for computer topic ideas, we have developed a list of the latest computer engineering dissertation topics that can be used for writing your computer engineering dissertation.

These topics have been developed by PhD-qualified writers of our team , so you can trust to use these topics for drafting your dissertation.

You may also want to start your dissertation by requesting  a brief research proposal  from our writers on any of these topics, which includes an  introduction  to the problem,  research questions , aim and objectives ,  literature review  along with the proposed  methodology  of research to be conducted.  Let us know  if you need any help in getting started.

Check our  example dissertations  to get an idea of  how to structure your dissertation .

You can review step by step guide on how to write your dissertation  here.

View our free dissertation topics database.

Computer Engineering Dissertation Topics

Computers are the greatest innovation of the modern era and have done wonders for mankind. There is only one language that computers understand; the binary. But there are various high-level coding languages that even computers do not understand and therefore use a compiler for translation.

Computing refers to computer hardware or software coding development technology and covers all aspects of computer technologies. It is the practical and scientific study of the implementation of computing information. Computing is also interchangeably known as computer sciences.

A computing engineer or a computer scientist specializes in practical work, the theory of computing, and the design of computational systems. Essentially, it is the study of structure, expression, mechanization, and feasibility of algorithms (logical procedures) that cause processing, communication, representation, access of information, and acquisition in a computer. This area has a wide range of topics, some of which have been listed below:

• Risk calculation in the application and development process.
• Generation of the java application.
• Implementing a behavioural based approach to detect cheating in online games.
• Analysis of coding environment of different applications.
• Identification of different languages used for coding.
• Identification of stake holder’s interest in App development process.
• Role of visualization in complex hierarchal structures of computing.
• Analysing the requirements of Inventory Management Software.
• Development of single-player simulation game.
• Investigation of web teaching aid system.
• Development of online based library management system.
• Implementation of Electronic banking system.

2022 Computing Engineering Dissertation Topics

Topic 1: an investigation of the blockchain's application on the energy sector leading towards electricity production and e-mobility..

Research Aim: This study aims to investigate the applications of blockchain within the energy sector. This study will identify how blockchain can be used to produce electricity from the comfort of home. Moreover, this study aims to introduce the concept of e-mobility through blockchain, according to which blockchain can be used to share the car ride with the other commuters residing at nearby places. Another objective of this research is to develop a framework that could assess blockchain’s use for the consumers staying within a budget and letting them assess how much money they have been spending so far.

Topic 2: Investigating the Issues that Impact Data Security in Cloud-Based Blockchain Technology: An Global Tourism Industry Case Study

Research Aim: This research focuses on a significant shift in trend found in the worldwide tourist business, which is the usage of the cloud for data and services. It attempts to supply the requirements for this implementation owing to the demand for ease, saving, and improved service providing. Furthermore, it will also focus on the limits of traditional blockchain technology primitives and assess control models. These constraints are related to security issues involving data in a cloud environment in the global tourism industry.

Topic 3: Is Digital Technology overtaking Human Interactions in the Medical Fields? An Examination of the Use of Computational biology and Machine Leaning in Patient Diagnosis and Treatment.

Research Aim: The current study seeks to examine how digital technology is replacing human interactions in the medical industry in the importance of computational biology and machine learning in patient diagnosis and treatment. This study will set forth the theoretical foundations and significance of computational biology and machine learning and will also make recommendations for further enhancement.

Topic 4: Evaluating the use of databases and information retrieval systems in the perspective of the United States National security policy.

Research Aim: The current study aims to evaluate the use of databases and information retrieval systems from the perspective of United States national security policy. This study addresses the databases and information retrieval system to provide a clear understanding. It will also focus on specific elements d criteria in the united state’s national security and highlights the benefits and drawbacks of employing them to enhance national security strategy in the united states.

Topic 5: Development of growing infusion of computer technology in the area of medicine- examining NHS policies.

Research Aim: This research aims to examine the development of the growing infusion of computer technology in the area of medicine by evaluating existing NHS policy. The study will provide a theoretical framework for the application of computer science technologies in medicine and will also set out the benefits of using contemporary computer technology as well as analyse the drawbacks that have occurred as a result of the growth of this new technology in this field. It will also focus on the policies employed by NHS to assist the development of technologies in the UK healthcare sector.

Computer Engineering Dissertation Topics for 2021

A 3-d visualization system for ultrasound images.

Research Aim: This research will focus on the visualization of 3-D ultrasound images and their medical therapy benefits.

Reliable and realistic study of remote communication systems in telephony and multipath faded systems

Research Aim: This research’s primary emphasis is on telephony’s practical implementation in a remote communication system.

Establishing a Neural Network Device

Research Aim: In terms of energy efficiency, the human brain is much greater than any modern supercomputer. A whole new generation of energy-efficient, brain-like computers is being designed for this study.

Methods for Artifact EEG Brain function study, caused by sugar, salt, fat, and their replacements

Research Aim: This study relies on the procedure for calculating sweetness taste is developed and validated. Part of the project includes modern electrode technologies to capture the purest possible brain signal from EEG equipment.

Find 100s of dissertation topics in your other academic subjects in our free topics database.

The impact of Covid-19 on tech spends in 2021

Research Aim: This research aims to study the impact of Covid-19 on tech spends in 2021.

Analysis of information system built for e-learning

Research Aim: This research aims to analyze the information system built for e-learning

Advantages and disadvantages of an information system

Research Aim: This research aims to address the advantages and disadvantages of an information system.

Covid-19 Computer Engineering Research Topics

Research to study the effects of coronavirus on it industries.

Research Aim: This research will focus on the impacts of COVID-19 on the growth of IT industries highlighting the issues responsible for it and the possible solutions to overcome them.

Research to identify the impact of Coronavirus on the computer science research community

Research Aim: Coronavirus has infected thousands of people and has been responsible for the deaths of several innocent people worldwide. This study will focus on identifying the effects of this pandemic on the computer science research community.

Research to study the impacts of COVID-19 on tech spends in 2021

Research Aim: As a result of COVID-19, the economy of the entire world has been disrupted. The purpose of this research is to know the tech expenditures after COVID-19 became widespread. How are the tech industries dealing with the challenging situation created by COVID-19?

Research to identify the contribution of computer science to control the spread of Coronavirus pandemic

Research Aim: This research aims at identifying the contributions and efforts made by computer engineers to control the pandemic. What is the role of computer scientists during the pandemic?

Research to identify the unemployment of computer engineers after the Coronavirus pandemic

Research Aim: This research will focus on identifying the increased unemployment issues raised after the COVID-19 pandemic and finding out the possible solutions to overcome the reduced unemployment of computer engineers.

Hardware, Network and Security Dissertation Topics

Network security is very crucial for any organisation. It is dependent upon a well-managed network through the implementation of policies drafted by network administrators to manage the access of the organisational information. Network security provides stability, safety, integrity, reliability, and utility of data and network.

It works efficiently with the latest hardware equipment and updated software. Network security offers many advantages to businesses, such as protection against any disruption to keep employees motivated, energetic, regular, and productive.

In certain instances, a virus may break into the network security. However, the network administrator generally uses an anti-virus program to prevent this sort of attack.

Therefore, it will be fair to say that network security plays a vital role in maintaining a business’s reputation and operations which is the most important asset to any organisation. Below is a list of topics that you can base your dissertation on:

• Performance analysis of transmission control protocol over Ethernet LAN.
• Gateway usage for the intrusion detection system.
• Impact of security machinimas in online transactions.
• Investigation of smart card specification.
• Importance of router placement in the network.
• Level of customer’s trust in E-banking.
• Role of antivirus in a shared network.
• Application of database technologies for data network management.
• Network worm: A headache to networking.
• Implementation of various tools in programming language.
• Study of retroactive data structures.
• Role of Voice over Internet Protocol over Ethernet LAN.
• The usefulness of data transfer security over Wi-Fi Network.
• Influence of signal strength of Wi-Fi upon data transfer.
• Analysis of tree inclusion complexities.
• Analysis of the implementation of the set procedure.
• Analysis of the application of programming tools.
• Implementation of File Sharing System in Network.
• Study of virus behaviours in the secured programming environment.
• Investigation of issues of user’s security and data protection over the network.
• Benefits of network security to customers.
• Improvements of mobile data service for future usage.
• Study of Asymmetry k-center variant.
• Analysis of issues in emerging 4G networks.
• Role of dynamic proxies in a mobile environment to support Remote method Invocation.

Software, Programming and Algorithm Dissertation Topics

In layman language, the software is collectively known as the “combination of operating information and all the programs that are being used by the computer.” It is a set of instructions to direct computers to perform a specific task depending upon thususer’s instructions.

The software can be written in both high and low-level languages. Low-level language is also known as machine code and is faster because it doesn’t require any compiler and directly communicates with the computer. A high-level language is pretty similar to a human language, and therefore can be easily understood by the developers. High-level language requires the compiler to translate commands to the computer.

Programming and algorithms can be termed as commands given to the computer to perform actions. Programming leads to executable programs from a computing problem and involves developing, generating, and analysing algorithms. Algorithms refer to an act done involving a step-by-step process to solve a problem. It is a set of logic written in software.

There are two types of software; operating software that helps in operation and system software necessary to run a system. Operating software can be rewritten and changed according to demand, but system software cannot be altered. If developers require any alterations, they would have to develop new software.

There are various topics that can be considered for  research dissertation purposes  under this theme, a list of which is given below.

• Application of algorithms.
• Importance of approximation algorithms on graphs.
• Critical analysis of data structures on trees.
• Evaluation and implementation of new algorithms.
• System software: A link to communicate hardware.
• Difference between binary dispatching and multiple dispatching.
• Analysis of plan sweep techniques.
• Investigation of software support to drivers of devices.
• Intelligent interface for database systems.
• Analysis of function and types of union-find.
• The usefulness of different coding languages.
• Application of basic hardware knowledge and math skills.
• Analysis of the design of converter based on new moduli.
• Analysis of information travelling via software.
• Evaluation and implementation of heuristic algorithms.
• Development of applications using Java.
• Analysis of fault tolerance in a network by using simulation.
• Importance of system software for computers.
• Effects of larger integer module operations.
• Consequences of wrong commands in coding.
• Investigation of the coding language of system software.
• Analysis of feasibility environment of platform.
• Evaluation of heuristic algorithms for generating clusters.
• Critical analysis of fixed control variable.
• Analysis of design of converter with large dynamic range.
• Ways to recover corrupted software.
• Analysis of fault tolerance of sorting network.
• Analysis of the difference between LAN and WAN.
• Development of an algorithm for a one-way hashing system.
• Relation between dynamic access and fixed values.
• Importance of right language selection while coding.
• Study of optimization problems.
• Analysis of security frameworks for web services.
• Investigating algorithms techniques.
• Partial persistence of algorithms vs others.
• Study of time and space problems of algorithmic functions.
• Effects of linear and logarithmic factors over programming.
• Discussion about union-find with deletion.
• Importance of data structure for bridge core problems.
• Consequences of fault in interconnected networks.
• Difference between rooted and unrooted tree.

Information Systems Dissertation Topics

Information systems refer to a group of people and computers that are being used for the interpretation of all kinds of information. Computer-based information systems are a very interesting topic for research. It includes all information regarding decision making, management support, and operations and can also be used to access the database.

There is an obvious difference between computer systems, information systems, and business processes. The information system provides the tools to manage businesses successfully.

An information system can be said to be a workstation where humans and machines work together towards the success of a business. One such example is Wal-Mart. The company is entirely based on information systems and has connected its suppliers, vendors, customers and together.

It deals with a large number of data and consists of hardware, software, network, and telecommunications of the operation. Below is a list of research topics in the field of information systems for you to base your dissertation  on:

• Analysis of challenges in building information systems for any organisation.
• Impact of cyberinfrastructure on the customer.
• Role of information system in scientific innovations.
• The usefulness of information systems for businesses.
• Advantages of information systems.
• Access to information systems by employees anywhere in the world.
• Preparation of a database management system.
• Analysis and solution of database management systems.
• Study of support of information system to hardware.
• Managing information systems of big stores, The case of Walmart.
• Analysis of information system built for E-learning.
• Critical analysis of the changing nature of the web.
• Role of information system in decision making of disruptions.
• Examine customer response through the information system.
• Investigate the impact of a virus in the network
• Relationship between I.T education and an organization.
• Role of information system in global warming.
• Investigate the reason for adopting green information systems.
• Analysis of the between social networks and information systems.
• Role of information system in dealing with complex business problems.

Important Notes:

As a computing engineering student looking to get good grades, it is essential to develop new ideas and experiment with existing computing engineering theories – i.e., to add value and interest in your research topic.

The field of computing engineering is vast and interrelated to so many other academic disciplines like civil engineering , finance , construction ,  law ,  healthcare , mental health , artificial intelligence , tourism , physiotherapy , sociology , management , marketing and nursing . That is why it is imperative to create a project management dissertation topic that is articular, sound, and actually solves a practical problem that may be rampant in the field.

We can’t stress how important it is to develop a logical research topic; it is the basis of your entire research. There are several significant downfalls to getting your topic wrong; your supervisor may not be interested in working on it, the topic has no academic creditability, the research may not make logical sense, there is a possibility that the study is not viable.

This impacts your time and efforts in  writing your dissertation  as you may end up in the cycle of rejection at the very initial stage of the dissertation. That is why we recommend reviewing existing research to develop a topic, taking advice from your supervisor, and even asking for help in this particular stage of your dissertation.

While developing a research topic, keeping our advice in mind will allow you to pick one of the best computing engineering dissertation topics that fulfill your requirement of writing a research paper and add to the body of knowledge.

Therefore, it is recommended that when finalizing your dissertation topic, you read recently published literature to identify gaps in the research that you may help fill.

Remember- dissertation topics need to be unique, solve an identified problem, be logical, and be practically implemented. Take a look at some of our sample computing engineering dissertation topics to get an idea for your own dissertation.

How to Structure your Dissertation on Computing Engineering

A well-structured   dissertation can help students   to achieve a high overall academic grade.

• A Title Page
• Acknowledgements
• Declaration
• Abstract: A summary of the research completed
• Table of Contents
• Introduction : This chapter includes the project rationale, research background, key research aims and objectives, and the research problems to be addressed. An outline of the structure of a dissertation  can also be added to this chapter.
• Literature Review :  This chapter presents relevant theories and frameworks by analysing published and unpublished literature available on the chosen research topic, in light of  research questions  to be addressed. The purpose is to highlight and discuss the relative weaknesses and strengths of the selected research area whilst identifying any research gaps. Break down of the topic, and key terms can have a positive impact on your dissertation and your tutor.
• Methodology:  The  data collection  and  analysis  methods and techniques employed by the researcher are presented in the Methodology chapter which usually includes  research design,  research philosophy, research limitations, code of conduct, ethical consideration, data collection methods and  data analysis strategy .
• Findings and Analysis:  Findings of the research are analysed in detail under the Findings and Analysis chapter. All key findings/results are outlined in this chapter without interpreting the data or drawing any conclusions. It can be useful to include  graphs , charts, and   tables in this chapter to identify meaningful trends and relationships.
• Discussion  and  Conclusion: The researcher presents his interpretation of results in this chapter, and states whether the research hypothesis has been verified or not. An essential aspect of this section of the paper is to draw a linkage between the results and evidence from the literature. Recommendations with regards to implications of the findings and directions for the future may also be provided. Finally, a summary of the overall research, along with final judgments, opinions, and comments, must be included in the form of suggestions for improvement.
• References:  This should be completed in accordance with your University’s requirements
• Bibliography
• Appendices:  Any additional information, diagrams, graphs that were used to  complete the  dissertation  but not part of the dissertation should be included in the Appendices chapter. Essentially, the purpose is to expand the information/data.

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How to find dissertation topics about computing engineering.

To find computing engineering dissertation topics:

• Explore emerging technologies.
• Investigate industry challenges.
• Review recent research papers.
• Consider AI, cybersecurity, IoT.
• Brainstorm software/hardware innovations.
• Select a topic aligning with your passion and career aspirations.

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Finding a unique wedding dissertation topic is difficult. We have gathered a list of 30 top wedding dissertation topic ideas for you.

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Research Topics & Ideas: CompSci & IT

50+ Computer Science Research Topic Ideas To Fast-Track Your Project

Finding and choosing a strong research topic is the critical first step when it comes to crafting a high-quality dissertation, thesis or research project. If you’ve landed on this post, chances are you’re looking for a computer science-related research topic , but aren’t sure where to start. Here, we’ll explore a variety of CompSci & IT-related research ideas and topic thought-starters, including algorithms, AI, networking, database systems, UX, information security and software engineering.

NB – This is just the start…

The topic ideation and evaluation process has multiple steps . In this post, we’ll kickstart the process by sharing some research topic ideas within the CompSci domain. This is the starting point, but to develop a well-defined research topic, you’ll need to identify a clear and convincing research gap , along with a well-justified plan of action to fill that gap.

If you’re new to the oftentimes perplexing world of research, or if this is your first time undertaking a formal academic research project, be sure to check out our free dissertation mini-course. In it, we cover the process of writing a dissertation or thesis from start to end. Be sure to also sign up for our free webinar that explores how to find a high-quality research topic. 

Overview: CompSci Research Topics

• Algorithms & data structures
• Artificial intelligence ( AI )
• Computer networking
• Database systems
• Human-computer interaction
• Information security (IS)
• Software engineering
• Examples of CompSci dissertation & theses

Topics/Ideas: Algorithms & Data Structures

• An analysis of neural network algorithms’ accuracy for processing consumer purchase patterns
• A systematic review of the impact of graph algorithms on data analysis and discovery in social media network analysis
• An evaluation of machine learning algorithms used for recommender systems in streaming services
• A review of approximation algorithm approaches for solving NP-hard problems
• An analysis of parallel algorithms for high-performance computing of genomic data
• The influence of data structures on optimal algorithm design and performance in Fintech
• A Survey of algorithms applied in internet of things (IoT) systems in supply-chain management
• A comparison of streaming algorithm performance for the detection of elephant flows
• A systematic review and evaluation of machine learning algorithms used in facial pattern recognition
• Exploring the performance of a decision tree-based approach for optimizing stock purchase decisions
• Assessing the importance of complete and representative training datasets in Agricultural machine learning based decision making.
• A Comparison of Deep learning algorithms performance for structured and unstructured datasets with “rare cases”
• A systematic review of noise reduction best practices for machine learning algorithms in geoinformatics.
• Exploring the feasibility of applying information theory to feature extraction in retail datasets.
• Assessing the use case of neural network algorithms for image analysis in biodiversity assessment

Topics & Ideas: Artificial Intelligence (AI)

• Applying deep learning algorithms for speech recognition in speech-impaired children
• A review of the impact of artificial intelligence on decision-making processes in stock valuation
• An evaluation of reinforcement learning algorithms used in the production of video games
• An exploration of key developments in natural language processing and how they impacted the evolution of Chabots.
• An analysis of the ethical and social implications of artificial intelligence-based automated marking
• The influence of large-scale GIS datasets on artificial intelligence and machine learning developments
• An examination of the use of artificial intelligence in orthopaedic surgery
• The impact of explainable artificial intelligence (XAI) on transparency and trust in supply chain management
• An evaluation of the role of artificial intelligence in financial forecasting and risk management in cryptocurrency
• A meta-analysis of deep learning algorithm performance in predicting and cyber attacks in schools

Topics & Ideas: Networking

• An analysis of the impact of 5G technology on internet penetration in rural Tanzania
• Assessing the role of software-defined networking (SDN) in modern cloud-based computing
• A critical analysis of network security and privacy concerns associated with Industry 4.0 investment in healthcare.
• Exploring the influence of cloud computing on security risks in fintech.
• An examination of the use of network function virtualization (NFV) in telecom networks in Southern America
• Assessing the impact of edge computing on network architecture and design in IoT-based manufacturing
• An evaluation of the challenges and opportunities in 6G wireless network adoption
• The role of network congestion control algorithms in improving network performance on streaming platforms
• An analysis of network coding-based approaches for data security
• Assessing the impact of network topology on network performance and reliability in IoT-based workspaces

Topics & Ideas: Database Systems

• An analysis of big data management systems and technologies used in B2B marketing
• The impact of NoSQL databases on data management and analysis in smart cities
• An evaluation of the security and privacy concerns of cloud-based databases in financial organisations
• Exploring the role of data warehousing and business intelligence in global consultancies
• An analysis of the use of graph databases for data modelling and analysis in recommendation systems
• The influence of the Internet of Things (IoT) on database design and management in the retail grocery industry
• An examination of the challenges and opportunities of distributed databases in supply chain management
• Assessing the impact of data compression algorithms on database performance and scalability in cloud computing
• An evaluation of the use of in-memory databases for real-time data processing in patient monitoring
• Comparing the effects of database tuning and optimization approaches in improving database performance and efficiency in omnichannel retailing

Topics & Ideas: Human-Computer Interaction

• An analysis of the impact of mobile technology on human-computer interaction prevalence in adolescent men
• An exploration of how artificial intelligence is changing human-computer interaction patterns in children
• An evaluation of the usability and accessibility of web-based systems for CRM in the fast fashion retail sector
• Assessing the influence of virtual and augmented reality on consumer purchasing patterns
• An examination of the use of gesture-based interfaces in architecture
• Exploring the impact of ease of use in wearable technology on geriatric user
• Evaluating the ramifications of gamification in the Metaverse
• A systematic review of user experience (UX) design advances associated with Augmented Reality
• A comparison of natural language processing algorithms automation of customer response Comparing end-user perceptions of natural language processing algorithms for automated customer response
• Analysing the impact of voice-based interfaces on purchase practices in the fast food industry

Topics & Ideas: Information Security

• A bibliometric review of current trends in cryptography for secure communication
• An analysis of secure multi-party computation protocols and their applications in cloud-based computing
• An investigation of the security of blockchain technology in patient health record tracking
• A comparative study of symmetric and asymmetric encryption algorithms for instant text messaging
• A systematic review of secure data storage solutions used for cloud computing in the fintech industry
• An analysis of intrusion detection and prevention systems used in the healthcare sector
• Assessing security best practices for IoT devices in political offices
• An investigation into the role social media played in shifting regulations related to privacy and the protection of personal data
• A comparative study of digital signature schemes adoption in property transfers
• An assessment of the security of secure wireless communication systems used in tertiary institutions

Topics & Ideas: Software Engineering

• A study of agile software development methodologies and their impact on project success in pharmacology
• Investigating the impacts of software refactoring techniques and tools in blockchain-based developments
• A study of the impact of DevOps practices on software development and delivery in the healthcare sector
• An analysis of software architecture patterns and their impact on the maintainability and scalability of cloud-based offerings
• A study of the impact of artificial intelligence and machine learning on software engineering practices in the education sector
• An investigation of software testing techniques and methodologies for subscription-based offerings
• A review of software security practices and techniques for protecting against phishing attacks from social media
• An analysis of the impact of cloud computing on the rate of software development and deployment in the manufacturing sector
• Exploring the impact of software development outsourcing on project success in multinational contexts
• An investigation into the effect of poor software documentation on app success in the retail sector

CompSci & IT Dissertations/Theses

While the ideas we’ve presented above are a decent starting point for finding a CompSci-related research topic, they are fairly generic and non-specific. So, it helps to look at actual dissertations and theses to see how this all comes together.

Below, we’ve included a selection of research projects from various CompSci-related degree programs to help refine your thinking. These are actual dissertations and theses, written as part of Master’s and PhD-level programs, so they can provide some useful insight as to what a research topic looks like in practice.

• An array-based optimization framework for query processing and data analytics (Chen, 2021)
• Dynamic Object Partitioning and replication for cooperative cache (Asad, 2021)
• Embedding constructural documentation in unit tests (Nassif, 2019)
• PLASA | Programming Language for Synchronous Agents (Kilaru, 2019)
• Healthcare Data Authentication using Deep Neural Network (Sekar, 2020)
• Virtual Reality System for Planetary Surface Visualization and Analysis (Quach, 2019)
• Artificial neural networks to predict share prices on the Johannesburg stock exchange (Pyon, 2021)
• Predicting household poverty with machine learning methods: the case of Malawi (Chinyama, 2022)
• Investigating user experience and bias mitigation of the multi-modal retrieval of historical data (Singh, 2021)
• Detection of HTTPS malware traffic without decryption (Nyathi, 2022)
• Redefining privacy: case study of smart health applications (Al-Zyoud, 2019)
• A state-based approach to context modeling and computing (Yue, 2019)
• A Novel Cooperative Intrusion Detection System for Mobile Ad Hoc Networks (Solomon, 2019)
• HRSB-Tree for Spatio-Temporal Aggregates over Moving Regions (Paduri, 2019)

Looking at these titles, you can probably pick up that the research topics here are quite specific and narrowly-focused , compared to the generic ones presented earlier. This is an important thing to keep in mind as you develop your own research topic. That is to say, to create a top-notch research topic, you must be precise and target a specific context with specific variables of interest . In other words, you need to identify a clear, well-justified research gap.

Fast-Track Your Research Topic

If you’re still feeling a bit unsure about how to find a research topic for your Computer Science dissertation or research project, check out our Topic Kickstarter service.

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How to Contact Faculty for IW/Thesis Advising

Send the professor an e-mail. When you write a professor, be clear that you want a meeting regarding a senior thesis or one-on-one IW project, and briefly describe the topic or idea that you want to work on. Check the faculty listing for email addresses.

Parastoo Abtahi, Room 419

Available for single-semester IW and senior thesis advising, 2023-2024

• Research Areas: Human-Computer Interaction (HCI), Augmented Reality (AR), and Spatial Computing
• Input techniques for on-the-go interaction (e.g., eye-gaze, microgestures, voice) with a focus on uncertainty, disambiguation, and privacy.
• Minimal and timely multisensory output (e.g., spatial audio, haptics) that enables users to attend to their physical environment and the people around them, instead of a 2D screen.
• Interaction with intelligent systems (e.g., IoT, robots) situated in physical spaces with a focus on updating users’ mental model despite the complexity and dynamicity of these systems.

Ryan Adams, Room 411

Research areas:

• Machine learning driven design
• Generative models for structured discrete objects
• Approximate inference in probabilistic models
• Accelerating solutions to partial differential equations
• Innovative uses of automatic differentiation
• Modeling and optimizing 3d printing and CNC machining

Andrew Appel, Room 209

• Research Areas: Formal methods, programming languages, compilers, computer security.
• Software verification (for which taking COS 326 / COS 510 is helpful preparation)
• Game theory of poker or other games (for which COS 217 / 226 are helpful)
• Computer game-playing programs (for which COS 217 / 226)
•  Risk-limiting audits of elections (for which ORF 245 or other knowledge of probability is useful)

Sanjeev Arora, Room 407

• Theoretical machine learning, deep learning and its analysis, natural language processing. My advisees would typically have taken a course in algorithms (COS423 or COS 521 or equivalent) and a course in machine learning.
• Show that finding approximate solutions to NP-complete problems is also NP-complete (i.e., come up with NP-completeness reductions a la COS 487). 
• Experimental Algorithms: Implementing and Evaluating Algorithms using existing software packages. 
• Studying/designing provable algorithms for machine learning and implementions using packages like scipy and MATLAB, including applications in Natural language processing and deep learning.
• Any topic in theoretical computer science.

David August, Room 221

• Research Areas: Computer Architecture, Compilers, Parallelism
• Containment-based approaches to security:  We have designed and tested a simple hardware+software containment mechanism that stops incorrect communication resulting from faults, bugs, or exploits from leaving the system.   Let's explore ways to use containment to solve real problems.  Expect to work with corporate security and technology decision-makers.
• Parallelism: Studies show much more parallelism than is currently realized in compilers and architectures.  Let's find ways to realize this parallelism.
• Any other interesting topic in computer architecture or compilers. 

Mark Braverman, 194 Nassau St., Room 231

Available for Spring 2024 single-semester IW, only

• Research Areas: computational complexity, algorithms, applied probability, computability over the real numbers, game theory and mechanism design, information theory.
• Topics in computational and communication complexity.
• Applications of information theory in complexity theory.
• Algorithms for problems under real-life assumptions.
• Game theory, network effects
• Mechanism design (could be on a problem proposed by the student)

Sebastian Caldas, 221 Nassau Street, Room 105

• Research Areas: collaborative learning, machine learning for healthcare. Typically, I will work with students that have taken COS324.
• Methods for collaborative and continual learning.
• Machine learning for healthcare applications.

Bernard Chazelle, 194 Nassau St., Room 301

• Research Areas: Natural Algorithms, Computational Geometry, Sublinear Algorithms. 
• Natural algorithms (flocking, swarming, social networks, etc).
• Sublinear algorithms
• Self-improving algorithms
• Markov data structures

Danqi Chen, Room 412

Not available for IW or thesis advising, 2023-2024

• My advisees would be expected to have taken a course in machine learning and ideally have taken COS484 or an NLP graduate seminar.
• Representation learning for text and knowledge bases
• Pre-training and transfer learning
• Question answering and reading comprehension
• Information extraction
• Text summarization
• Any other interesting topics related to natural language understanding/generation

Marcel Dall'Agnol, Corwin 034

Available for single-semester and senior thesis advising, 2023-2024

• Research Areas: Theoretical computer science. (Specifically, quantum computation, sublinear algorithms, complexity theory, interactive proofs and cryptography)

Jia Deng, Room 423

Available for Fall 2023 single-semester IW, only

•  Research Areas: Computer Vision, Machine Learning.
• Object recognition and action recognition
• Deep Learning, autoML, meta-learning
• Geometric reasoning, logical reasoning

Adji Bousso Dieng, Room 406

• Research areas: Vertaix is a research lab at Princeton University led by Professor Adji Bousso Dieng. We work at the intersection of artificial intelligence (AI) and the natural sciences. The models and algorithms we develop are motivated by problems in those domains and contribute to advancing methodological research in AI. We leverage tools in statistical machine learning and deep learning in developing methods for learning with the data, of various modalities, arising from the natural sciences.

Robert Dondero, Corwin Hall, Room 038

• Research Areas:  Software engineering; software engineering education.
• Develop or evaluate tools to facilitate student learning in undergraduate computer science courses at Princeton, and beyond.
• In particular, can code critiquing tools help students learn about software quality?

Zeev Dvir, 194 Nassau St., Room 250

Not available for IW or thesis advising, 2023-2024.

• Research Areas: computational complexity, pseudo-randomness, coding theory and discrete mathematics.
• Independent Research: I have various research problems related to Pseudorandomness, Coding theory, Complexity and Discrete mathematics - all of which require strong mathematical background. A project could also be based on writing a survey paper describing results from a few theory papers revolving around some particular subject.

Benjamin Eysenbach, Room 416

• Research areas: reinforcement learning, machine learning. My advisees would typically have taken COS324.
• Using RL algorithms to applications in science and engineering.
• Emergent behavior of RL algorithms on high-fidelity robotic simulators.
• Studying how architectures and representations can facilitate generalization.

Christiane Fellbaum, 1-S-14 Green

No longer available for single-term IW and senior thesis advising, 2023-2024

• Research Areas: theoretical and computational linguistics, word sense disambiguation, lexical resource construction, English and multilingual WordNet(s), ontology
• Anything having to do with natural language--come and see me with/for ideas suitable to your background and interests. Some topics students have worked on in the past:
• Developing parsers, part-of-speech taggers, morphological analyzers for underrepresented languages (you don't have to know the language to develop such tools!)
• Quantitative approaches to theoretical linguistics questions
• Extensions and interfaces for WordNet (English and WN in other languages),
• Applications of WordNet(s), including:
• Foreign language tutoring systems,
• Spelling correction software,
• Word-finding/suggestion software for ordinary users and people with memory problems,
• Machine Translation 
• Sentiment and Opinion detection
• Automatic reasoning and inferencing
• Collaboration with professors in the social sciences and humanities ("Digital Humanities")

Adam Finkelstein, Room 424 

• Research Areas: computer graphics, audio.

Robert S. Fish, Corwin Hall, Room 037

No longer available for single-semester IW and senior thesis advising, 2023-2024

• Networking and telecommunications
• Learning, perception, and intelligence, artificial and otherwise;
• Human-computer interaction and computer-supported cooperative work
• Online education, especially in Computer Science Education
• Topics in research and development innovation methodologies including standards, open-source, and entrepreneurship
• Distributed autonomous organizations and related blockchain technologies

Michael Freedman, Room 308 

• Research Areas: Distributed systems, security, networking
• Projects related to streaming data analysis, datacenter systems and networks, untrusted cloud storage and applications. Please see my group website at http://sns.cs.princeton.edu/ for current research projects.

Ruth Fong, Room 032

• Research Areas: computer vision, machine learning, deep learning, interpretability, explainable AI, fairness and bias in AI
• Develop a technique for understanding AI models
• Design a AI model that is interpretable by design
• Build a paradigm for detecting and/or correcting failure points in an AI model
• Analyze an existing AI model and/or dataset to better understand its failure points
• Build a computer vision system for another domain (e.g., medical imaging, satellite data, etc.)
• Develop a software package for explainable AI
• Adapt explainable AI research to a consumer-facing problem

Note: I am happy to advise any project if there's a sufficient overlap in interest and/or expertise; please reach out via email to chat about project ideas.

Tom Griffiths, Room 405

Research areas: computational cognitive science, computational social science, machine learning and artificial intelligence

Note: I am open to projects that apply ideas from computer science to understanding aspects of human cognition in a wide range of areas, from decision-making to cultural evolution and everything in between. For example, we have current projects analyzing chess game data and magic tricks, both of which give us clues about how human minds work. Students who have expertise or access to data related to games, magic, strategic sports like fencing, or other quantifiable domains of human behavior feel free to get in touch.

Aarti Gupta, Room 220

• Research Areas: Formal methods, program analysis, logic decision procedures
• Finding bugs in open source software using automatic verification tools
• Software verification (program analysis, model checking, test generation)
• Decision procedures for logical reasoning (SAT solvers, SMT solvers)

Elad Hazan, Room 409  

• Research interests: machine learning methods and algorithms, efficient methods for mathematical optimization, regret minimization in games, reinforcement learning, control theory and practice
• Machine learning, efficient methods for mathematical optimization, statistical and computational learning theory, regret minimization in games.
• Implementation and algorithm engineering for control, reinforcement learning and robotics
• Implementation and algorithm engineering for time series prediction

Felix Heide, Room 410

• Research Areas: Computational Imaging, Computer Vision, Machine Learning (focus on Optimization and Approximate Inference).
• Optical Neural Networks
• Hardware-in-the-loop Holography
• Zero-shot and Simulation-only Learning
• Object recognition in extreme conditions
• 3D Scene Representations for View Generation and Inverse Problems
• Long-range Imaging in Scattering Media
• Hardware-in-the-loop Illumination and Sensor Optimization
• Inverse Lidar Design
• Phase Retrieval Algorithms
• Proximal Algorithms for Learning and Inference
• Domain-Specific Language for Optics Design

Kyle Jamieson, Room 306

• Research areas: Wireless and mobile networking; indoor radar and indoor localization; Internet of Things
• See other topics on my independent work  ideas page  (campus IP and CS dept. login req'd)

Alan Kaplan, 221 Nassau Street, Room 105

Research Areas:

• Random apps of kindness - mobile application/technology frameworks used to help individuals or communities; topic areas include, but are not limited to: first response, accessibility, environment, sustainability, social activism, civic computing, tele-health, remote learning, crowdsourcing, etc.
• Tools automating programming language interoperability - Java/C++, React Native/Java, etc.
• Software visualization tools for education
• Connected consumer devices, applications and protocols

Brian Kernighan, Room 311

• Research Areas: application-specific languages, document preparation, user interfaces, software tools, programming methodology
• Application-oriented languages, scripting languages.
• Tools; user interfaces
• Digital humanities

Zachary Kincaid, Room 219

• Research areas: programming languages, program analysis, program verification, automated reasoning
• Independent Research Topics:
• Develop a practical algorithm for an intractable problem (e.g., by developing practical search heuristics, or by reducing to, or by identifying a tractable sub-problem, ...).
• Design a domain-specific programming language, or prototype a new feature for an existing language.
• Any interesting project related to programming languages or logic.

Gillat Kol, Room 316

Aleksandra korolova, 309 sherrerd hall.

Available for single-term IW and senior thesis advising, 2023-2024

• Research areas: Societal impacts of algorithms and AI; privacy; fair and privacy-preserving machine learning; algorithm auditing.

Advisees typically have taken one or more of COS 226, COS 324, COS 423, COS 424 or COS 445.

Amit Levy, Room 307

• Research Areas: Operating Systems, Distributed Systems, Embedded Systems, Internet of Things
• Distributed hardware testing infrastructure
• Second factor security tokens
• Low-power wireless network protocol implementation
• USB device driver implementation

Kai Li, Room 321

• Research Areas: Distributed systems; storage systems; content-based search and data analysis of large datasets.
• Fast communication mechanisms for heterogeneous clusters.
• Approximate nearest-neighbor search for high dimensional data.
• Data analysis and prediction of in-patient medical data.
• Optimized implementation of classification algorithms on manycore processors.

Xiaoyan Li, 221 Nassau Street, Room 104

• Research areas: Information retrieval, novelty detection, question answering, AI, machine learning and data analysis.
• Explore new statistical retrieval models for document retrieval and question answering.
• Apply AI in various fields.
• Apply supervised or unsupervised learning in health, education, finance, and social networks, etc.
• Any interesting project related to AI, machine learning, and data analysis.

Wyatt Lloyd, Room 323

• Research areas: Distributed Systems
• Caching algorithms and implementations
• Storage systems
• Distributed transaction algorithms and implementations

Margaret Martonosi, Room 208

• Quantum Computing research, particularly related to architecture and compiler issues for QC.
• Computer architectures specialized for modern workloads (e.g., graph analytics, machine learning algorithms, mobile applications
• Investigating security and privacy vulnerabilities in computer systems, particularly IoT devices.
• Other topics in computer architecture or mobile / IoT systems also possible.

Jonathan Mayer, Sherrerd Hall, Room 307 

• Research areas: Technology law and policy, with emphasis on national security, criminal procedure, consumer privacy, network management, and online speech.
• Assessing the effects of government policies, both in the public and private sectors.
• Collecting new data that relates to government decision making, including surveying current business practices and studying user behavior.
• Developing new tools to improve government processes and offer policy alternatives.

Andrés Monroy-Hernández, Room 405

• Research Areas: Human-Computer Interaction, Social Computing, Public-Interest Technology, Augmented Reality, Urban Computing
• Research interests:developing public-interest socio-technical systems.  We are currently creating alternatives to gig work platforms that are more equitable for all stakeholders. For instance, we are investigating the socio-technical affordances necessary to support a co-op food delivery network owned and managed by workers and restaurants. We are exploring novel system designs that support self-governance, decentralized/federated models, community-centered data ownership, and portable reputation systems.  We have opportunities for students interested in human-centered computing, UI/UX design, full-stack software development, and qualitative/quantitative user research.
• Beyond our core projects, we are open to working on research projects that explore the use of emerging technologies, such as AR, wearables, NFTs, and DAOs, for creative and out-of-the-box applications.

Christopher Moretti, Corwin Hall, Room 036

• Research areas: Distributed systems, high-throughput computing, computer science/engineering education
• Expansion, improvement, and evaluation of open-source distributed computing software.
• Applications of distributed computing for "big science" (e.g. biometrics, data mining, bioinformatics)
• Software and best practices for computer science education and study, especially Princeton's 126/217/226 sequence or MOOCs development
• Sports analytics and/or crowd-sourced computing

Radhika Nagpal, F316 Engineering Quadrangle

• Research areas: control, robotics and dynamical systems

Karthik Narasimhan, Room 422

• Research areas: Natural Language Processing, Reinforcement Learning
• Autonomous agents for text-based games ( https://www.microsoft.com/en-us/research/project/textworld/ )
• Transfer learning/generalization in NLP
• Techniques for generating natural language
• Model-based reinforcement learning

Arvind Narayanan, 308 Sherrerd Hall 

Research Areas: fair machine learning (and AI ethics more broadly), the social impact of algorithmic systems, tech policy

Pedro Paredes, Corwin Hall, Room 041

My primary research work is in Theoretical Computer Science.

 * Research Interest: Spectral Graph theory, Pseudorandomness, Complexity theory, Coding Theory, Quantum Information Theory, Combinatorics.

The IW projects I am interested in advising can be divided into three categories:

 1. Theoretical research

I am open to advise work on research projects in any topic in one of my research areas of interest. A project could also be based on writing a survey given results from a few papers. Students should have a solid background in math (e.g., elementary combinatorics, graph theory, discrete probability, basic algebra/calculus) and theoretical computer science (226 and 240 material, like big-O/Omega/Theta, basic complexity theory, basic fundamental algorithms). Mathematical maturity is a must.

A (non exhaustive) list of topics of projects I'm interested in:   * Explicit constructions of better vertex expanders and/or unique neighbor expanders.   * Construction deterministic or random high dimensional expanders.   * Pseudorandom generators for different problems.   * Topics around the quantum PCP conjecture.   * Topics around quantum error correcting codes and locally testable codes, including constructions, encoding and decoding algorithms.

 2. Theory informed practical implementations of algorithms   Very often the great advances in theoretical research are either not tested in practice or not even feasible to be implemented in practice. Thus, I am interested in any project that consists in trying to make theoretical ideas applicable in practice. This includes coming up with new algorithms that trade some theoretical guarantees for feasible implementation yet trying to retain the soul of the original idea; implementing new algorithms in a suitable programming language; and empirically testing practical implementations and comparing them with benchmarks / theoretical expectations. A project in this area doesn't have to be in my main areas of research, any theoretical result could be suitable for such a project.

Some examples of areas of interest:   * Streaming algorithms.   * Numeric linear algebra.   * Property testing.   * Parallel / Distributed algorithms.   * Online algorithms.    3. Machine learning with a theoretical foundation

I am interested in projects in machine learning that have some mathematical/theoretical, even if most of the project is applied. This includes topics like mathematical optimization, statistical learning, fairness and privacy.

One particular area I have been recently interested in is in the area of rating systems (e.g., Chess elo) and applications of this to experts problems.

Final Note: I am also willing to advise any project with any mathematical/theoretical component, even if it's not the main one; please reach out via email to chat about project ideas.

Iasonas Petras, Corwin Hall, Room 033

• Research Areas: Information Based Complexity, Numerical Analysis, Quantum Computation.
• Prerequisites: Reasonable mathematical maturity. In case of a project related to Quantum Computation a certain familiarity with quantum mechanics is required (related courses: ELE 396/PHY 208).
• Possible research topics include:

1.   Quantum algorithms and circuits:

• i. Design or simulation quantum circuits implementing quantum algorithms.
• ii. Design of quantum algorithms solving/approximating continuous problems (such as Eigenvalue problems for Partial Differential Equations).

2.   Information Based Complexity:

• i. Necessary and sufficient conditions for tractability of Linear and Linear Tensor Product Problems in various settings (for example worst case or average case). 
• ii. Necessary and sufficient conditions for tractability of Linear and Linear Tensor Product Problems under new tractability and error criteria.
• iii. Necessary and sufficient conditions for tractability of Weighted problems.
• iv. Necessary and sufficient conditions for tractability of Weighted Problems under new tractability and error criteria.

3. Topics in Scientific Computation:

• i. Randomness, Pseudorandomness, MC and QMC methods and their applications (Finance, etc)

Yuri Pritykin, 245 Carl Icahn Lab

• Research interests: Computational biology; Cancer immunology; Regulation of gene expression; Functional genomics; Single-cell technologies.
• Potential research projects: Development, implementation, assessment and/or application of algorithms for analysis, integration, interpretation and visualization of multi-dimensional data in molecular biology, particularly single-cell and spatial genomics data.

Benjamin Raphael, Room 309  

• Research interests: Computational biology and bioinformatics; Cancer genomics; Algorithms and machine learning approaches for analysis of large-scale datasets
• Implementation and application of algorithms to infer evolutionary processes in cancer
• Identifying correlations between combinations of genomic mutations in human and cancer genomes
• Design and implementation of algorithms for genome sequencing from new DNA sequencing technologies
• Graph clustering and network anomaly detection, particularly using diffusion processes and methods from spectral graph theory

Vikram Ramaswamy, 035 Corwin Hall

• Research areas: Interpretability of AI systems, Fairness in AI systems, Computer vision.
• Constructing a new method to explain a model / create an interpretable by design model
• Analyzing a current model / dataset to understand bias within the model/dataset
• Proposing new fairness evaluations
• Proposing new methods to train to improve fairness
• Developing synthetic datasets for fairness / interpretability benchmarks
• Understanding robustness of models

Ran Raz, Room 240

• Research Area: Computational Complexity
• Independent Research Topics: Computational Complexity, Information Theory, Quantum Computation, Theoretical Computer Science

Szymon Rusinkiewicz, Room 406

• Research Areas: computer graphics; computer vision; 3D scanning; 3D printing; robotics; documentation and visualization of cultural heritage artifacts
• Research ways of incorporating rotation invariance into computer visiontasks such as feature matching and classification
• Investigate approaches to robust 3D scan matching
• Model and compensate for imperfections in 3D printing
• Given a collection of small mobile robots, apply control policies learned in simulation to the real robots.

Olga Russakovsky, Room 408

• Research Areas: computer vision, machine learning, deep learning, crowdsourcing, fairness&bias in AI
• Design a semantic segmentation deep learning model that can operate in a zero-shot setting (i.e., recognize and segment objects not seen during training)
• Develop a deep learning classifier that is impervious to protected attributes (such as gender or race) that may be erroneously correlated with target classes
• Build a computer vision system for the novel task of inferring what object (or part of an object) a human is referring to when pointing to a single pixel in the image. This includes both collecting an appropriate dataset using crowdsourcing on Amazon Mechanical Turk, creating a new deep learning formulation for this task, and running extensive analysis of both the data and the model

Sebastian Seung, Princeton Neuroscience Institute, Room 153

• Research Areas: computational neuroscience, connectomics, "deep learning" neural networks, social computing, crowdsourcing, citizen science
• Gamification of neuroscience (EyeWire  2.0)
• Semantic segmentation and object detection in brain images from microscopy
• Computational analysis of brain structure and function
• Neural network theories of brain function

Jaswinder Pal Singh, Room 324

• Research Areas: Boundary of technology and business/applications; building and scaling technology companies with special focus at that boundary; parallel computing systems and applications: parallel and distributed applications and their implications for software and architectural design; system software and programming environments for multiprocessors.
• Develop a startup company idea, and build a plan/prototype for it.
• Explore tradeoffs at the boundary of technology/product and business/applications in a chosen area.
• Study and develop methods to infer insights from data in different application areas, from science to search to finance to others. 
• Design and implement a parallel application. Possible areas include graphics, compression, biology, among many others. Analyze performance bottlenecks using existing tools, and compare programming models/languages.
• Design and implement a scalable distributed algorithm.

Mona Singh, Room 420

• Research Areas: computational molecular biology, as well as its interface with machine learning and algorithms.
• Whole and cross-genome methods for predicting protein function and protein-protein interactions.
• Analysis and prediction of biological networks.
• Computational methods for inferring specific aspects of protein structure from protein sequence data.
• Any other interesting project in computational molecular biology.

Robert Tarjan, 194 Nassau St., Room 308

Available for single-semester IW and senior thesis advising, 2022-2023

• Research Areas: Data structures; graph algorithms; combinatorial optimization; computational complexity; computational geometry; parallel algorithms.
• Implement one or more data structures or combinatorial algorithms to provide insight into their empirical behavior.
• Design and/or analyze various data structures and combinatorial algorithms.

Olga Troyanskaya, Room 320

• Research Areas: Bioinformatics; analysis of large-scale biological data sets (genomics, gene expression, proteomics, biological networks); algorithms for integration of data from multiple data sources; visualization of biological data; machine learning methods in bioinformatics.
• Implement and evaluate one or more gene expression analysis algorithm.
• Develop algorithms for assessment of performance of genomic analysis methods.
• Develop, implement, and evaluate visualization tools for heterogeneous biological data.

David Walker, Room 211

• Research Areas: Programming languages, type systems, compilers, domain-specific languages, software-defined networking and security
• Independent Research Topics:  Any other interesting project that involves humanitarian hacking, functional programming, domain-specific programming languages, type systems, compilers, software-defined networking, fault tolerance, language-based security, theorem proving, logic or logical frameworks.

Shengyi Wang, Postdoctoral Research Associate, Room 216

• Independent Research topics: Explore Escher-style tilings using (introductory) group theory and automata theory to produce beautiful pictures.

Kevin Wayne, Corwin Hall, Room 040

• Research Areas: design, analysis, and implementation of algorithms; data structures; combinatorial optimization; graphs and networks.
• Design and implement computer visualizations of algorithms or data structures.
• Develop pedagogical tools or programming assignments for the computer science curriculum at Princeton and beyond.
• Develop assessment infrastructure and assessments for MOOCs.

Matt Weinberg, 194 Nassau St., Room 222

• Research Areas: algorithms, algorithmic game theory, mechanism design, game theoretical problems in {Bitcoin, networking, healthcare}.
• Theoretical questions related to COS 445 topics such as matching theory, voting theory, auction design, etc. 
• Theoretical questions related to incentives in applications like Bitcoin, the Internet, health care, etc. In a little bit more detail: protocols for these systems are often designed assuming that users will follow them. But often, users will actually be strictly happier to deviate from the intended protocol. How should we reason about user behavior in these protocols? How should we design protocols in these settings?

Huacheng Yu, Room 310

• data structures
• streaming algorithms
• design and analyze data structures / streaming algorithms
• prove impossibility results (lower bounds)
• implement and evaluate data structures / streaming algorithms

Ellen Zhong, Room 314

No longer available for single-term IW  and senior thesis advising, 2023-2024

Opportunities outside the department

We encourage students to look in to doing interdisciplinary computer science research and to work with professors in departments other than computer science.  However, every CS independent work project must have a strong computer science element (even if it has other scientific or artistic elements as well.)  To do a project with an adviser outside of computer science you must have permission of the department.  This can be accomplished by having a second co-adviser within the computer science department or by contacting the independent work supervisor about the project and having he or she sign the independent work proposal form.

Here is a list of professors outside the computer science department who are eager to work with computer science undergraduates.

Maria Apostolaki, Engineering Quadrangle, C330

• Research areas: Computing & Networking, Data & Information Science, Security & Privacy

Branko Glisic, Engineering Quadrangle, Room E330

• Documentation of historic structures
• Cyber physical systems for structural health monitoring
• Developing virtual and augmented reality applications for documenting structures
• Applying machine learning techniques to generate 3D models from 2D plans of buildings
•  Contact : Rebecca Napolitano, rkn2 (@princeton.edu)

Mihir Kshirsagar, Sherrerd Hall, Room 315

Center for Information Technology Policy.

• Consumer protection
• Content regulation
• Competition law
• Economic development
• Surveillance and discrimination

Sharad Malik, Engineering Quadrangle, Room B224

Select a Senior Thesis Adviser for the 2020-21 Academic Year.

• Design of reliable hardware systems
• Verifying complex software and hardware systems

Prateek Mittal, Engineering Quadrangle, Room B236

• Internet security and privacy 
• Social Networks
• Privacy technologies, anonymous communication
• Network Science
• Internet security and privacy: The insecurity of Internet protocols and services threatens the safety of our critical network infrastructure and billions of end users. How can we defend end users as well as our critical network infrastructure from attacks?
• Trustworthy social systems: Online social networks (OSNs) such as Facebook, Google+, and Twitter have revolutionized the way our society communicates. How can we leverage social connections between users to design the next generation of communication systems?
• Privacy Technologies: Privacy on the Internet is eroding rapidly, with businesses and governments mining sensitive user information. How can we protect the privacy of our online communications? The Tor project (https://www.torproject.org/) is a potential application of interest.

Ken Norman,  Psychology Dept, PNI 137

• Research Areas: Memory, the brain and computation 
• Lab:  Princeton Computational Memory Lab

Potential research topics

• Methods for decoding cognitive state information from neuroimaging data (fMRI and EEG) 
• Neural network simulations of learning and memory

Caroline Savage

Office of Sustainability, Phone:(609)258-7513, Email: cs35 (@princeton.edu)

The  Campus as Lab  program supports students using the Princeton campus as a living laboratory to solve sustainability challenges. The Office of Sustainability has created a list of campus as lab research questions, filterable by discipline and topic, on its  website .

An example from Computer Science could include using  TigerEnergy , a platform which provides real-time data on campus energy generation and consumption, to study one of the many energy systems or buildings on campus. Three CS students used TigerEnergy to create a  live energy heatmap of campus .

Other potential projects include:

• Apply game theory to sustainability challenges
• Develop a tool to help visualize interactions between complex campus systems, e.g. energy and water use, transportation and storm water runoff, purchasing and waste, etc.
• How can we learn (in aggregate) about individuals’ waste, energy, transportation, and other behaviors without impinging on privacy?

Janet Vertesi, Sociology Dept, Wallace Hall, Room 122

• Research areas: Sociology of technology; Human-computer interaction; Ubiquitous computing.
• Possible projects: At the intersection of computer science and social science, my students have built mixed reality games, produced artistic and interactive installations, and studied mixed human-robot teams, among other projects.

David Wentzlaff, Engineering Quadrangle, Room 228

Computing, Operating Systems, Sustainable Computing.

• Instrument Princeton's Green (HPCRC) data center
• Investigate power utilization on an processor core implemented in an FPGA
• Dismantle and document all of the components in modern electronics. Invent new ways to build computers that can be recycled easier.
• Other topics in parallel computer architecture or operating systems

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101 Best Computer Science Topics for 2023

Any student will know the difficulty that comes with developing and choosing a great topic in computer science. Generally speaking, a good topic should be original, interesting, and challenging. It should push the limits of the field of study while still adequately answering the main questions brought on by the study.

We understand the stress that this may cause students, which is why we’ve dedicated our time to search the web and print resources to find the latest computer science topics that create the biggest waves in the field. Here’s the list of the top computer science research topics for 2023 you can use for an essay or senior thesis :

AP Computer Science Topics for Students Entering College

• How has big data impacted the way small businesses conduct market research?
• Does machine learning negatively impact the way neurons in the brain work?
• Did biotech change how medicine is administered to patients?
• How is human perception affected by virtual reality technologies?
• How can education benefit from using virtual reality in learning?
• Are quantum computers the way of the future or are they just a fad?
• Has the Covid-19 pandemic delayed advancements in computer science?

Computer Science Research Paper Topics for High School

• How successful has distance learning computer tech been in the time of Covid-19?
• Will computer assistance in businesses get rid of customer service needs?
• How has encryption and decryption technology changed in the last 20 years?
• Can AI impact computer management and make it automated?
• Why do programmers avoid making a universal programming language?
• How important are human interactions with computer development?
• How will computers change in the next five to ten years?

Controversial Topics in Computer Science for Grad Students

• What is the difference between math modeling and art?
• How are big-budget Hollywood films being affected by CGI technologies?
• Should students be allowed to use technology in classrooms other than comp science?
• How important is it to limit the amount of time we spend using social media?
• Are quantum computers for personal or home use realistic?
• How are embedded systems changing the business world?
• In what ways can human-computer interactions be improved?

Computer Science Capstone Project Ideas for College Courses

• What are the physical limitations of communication and computation?
• Is SCRUM methodology still viable for software development?
• Are ATMs still secure machines to access money or are they a threat?
• What are the best reasons for using open source software?
• The future of distributed systems and its use in networks?
• Has the increased use of social media positively or negatively affected our relationships?
• How is machine learning impacted by artificial intelligence?

Interesting Computer Science Topics for College Students

• How has Blockchain impacted large businesses?
• Should people utilize internal chips to track their pets?
• How much attention should we pay to the content we read on the web?
• How can computers help with human genes sequencing?
• What can be done to enhance IT security in financial institutions?
• What does the digitization of medical fields mean for patients’ privacy?
• How efficient are data back-up methods in business?

Hot Topics in Computer Science for High School Students

• Is distance learning the new norm for earning postgraduate degrees?
• In reaction to the Covid-19 pandemic should more students take online classes?
• How can game theory aid in the analysis of algorithms?
• How can technology impact future government elections?
• Why are there fewer females in the computer science field?
• Should the world’s biggest operating systems share information?
• Is it safe to make financial transactions online?

Ph.D. Research Topics in Computer Science for Grad Students

• How can computer technology help professional athletes improve performance?
• How have Next Gen Stats changed the way coaches game plan?
• How has computer technology impacted medical technology?
• What impact has MatLab software had in the medical engineering field?
• How does self-adaptable application impact online learning?
• What does the future hold for information technology?
• Should we be worried about addiction to computer technology?

Computer Science Research Topics for Undergraduates

• How has online sports gambling changed IT needs in households?
• In what ways have computers changed learning environments?
• How has learning improved with interactive multimedia and similar technologies?
• What are the psychological perspectives on IT advancements?
• What is the balance between high engagement and addiction to video games?
• How has the video gaming industry changed over the decades?
• Has social media helped or damaged our communication habits?

Research Paper Topics in Computer Science

• What is the most important methodology in project planning?
• How has technology improved people’s chances of winning in sports betting?
• How has artificial technology impacted the U.S. economy?
• What are the most effective project management processes in IT?
• How can IT security systems help the practice of fraud score generation?
• Has technology had an impact on religion?
• How important is it to keep your social networking profiles up to date?

More Computer Science Research Papers Topics

• There is no area of human society that is not impacted by AI?
• How adaptive learning helps today’s professional world?
• Does a computer program code from a decade ago still work?
• How has medical image analysis changed because of IT?
• What are the ethical concerns that come with data mining?
• Should colleges and universities have the right to block certain websites?
• What are the major components of math computing?

Computer Science Thesis Topics for College Students

• How can logic and sets be used in computing?
• How has online gambling impacted in-person gambling?
• How did the 5-G network generation change communication?
• What are the biggest challenges to IT due to Covid-19?
• Do you agree that assembly language is a new way to determine data-mine health?
• How can computer technology help track down criminals?
• Is facial recognition software a violation of privacy rights?

Quick and Easy Computer Science Project Topics

• Why do boys and girls learn the technology so differently?
• How effective are computer training classes that target young girls?
• How does technology affect how medicines are administered?
• Will further advancements in technology put people out of work?
• How has computer science changed the way teachers educate?
• Which are the most effective ways of fighting identify theft?

Excellent Computer Science Thesis Topic Ideas

• What are the foreseeable business needs computers will fix?
• What are the pros and cons of having smart home technology?
• How does computer modernization at the office affect productivity?
• How has computer technology led to more job outsourcing?
• Do self-service customer centers sufficiently provide solutions?
• How can a small business compete without updated computer products?

Computer Science Presentation Topics

• What does the future hold for virtual reality?
• What are the latest innovations in computer science?
• What are the pros and cons of automating everyday life?
• Are hackers a real threat to our privacy or just to businesses?
• What are the five most effective ways of storing personal data?
• What are the most important fundamentals of software engineering?

Even More Topics in Computer Science

• In what ways do computers function differently from human brains?
• Can world problems be solved through advancements in video game technology?
• How has computing helped with the mapping of the human genome?
• What are the pros and cons of developing self-operating vehicles?
• How has computer science helped developed genetically modified foods?
• How are computers used in the field of reproductive technologies?

Our team of academic experts works around the clock to bring you the best project topics for computer science student. We search hundreds of online articles, check discussion boards, and read through a countless number of reports to ensure our computer science topics are up-to-date and represent the latest issues in the field. If you need assistance developing research topics in computer science or need help editing or writing your assignment, we are available to lend a hand all year. Just send us a message “ help me write my thesis ” and we’ll put you in contact with an academic writer in the field.

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Digital Commons @ USF > College of Engineering > Computer Science and Engineering > Theses and Dissertations

Computer Science and Engineering Theses and Dissertations

Theses/dissertations from 2023 2023.

Refining the Machine Learning Pipeline for US-based Public Transit Systems , Jennifer Adorno

Insect Classification and Explainability from Image Data via Deep Learning Techniques , Tanvir Hossain Bhuiyan

Brain-Inspired Spatio-Temporal Learning with Application to Robotics , Thiago André Ferreira Medeiros

Evaluating Methods for Improving DNN Robustness Against Adversarial Attacks , Laureano Griffin

Analyzing Multi-Robot Leader-Follower Formations in Obstacle-Laden Environments , Zachary J. Hinnen

Secure Lightweight Cryptographic Hardware Constructions for Deeply Embedded Systems , Jasmin Kaur

A Psychometric Analysis of Natural Language Inference Using Transformer Language Models , Antonio Laverghetta Jr.

Graph Analysis on Social Networks , Shen Lu

Deep Learning-based Automatic Stereology for High- and Low-magnification Images , Hunter Morera

Deciphering Trends and Tactics: Data-driven Techniques for Forecasting Information Spread and Detecting Coordinated Campaigns in Social Media , Kin Wai Ng Lugo

Automated Approaches to Enable Innovative Civic Applications from Citizen Generated Imagery , Hye Seon Yi

Theses/Dissertations from 2022 2022

Towards High Performing and Reliable Deep Convolutional Neural Network Models for Typically Limited Medical Imaging Datasets , Kaoutar Ben Ahmed

Task Progress Assessment and Monitoring Using Self-Supervised Learning , Sainath Reddy Bobbala

Towards More Task-Generalized and Explainable AI Through Psychometrics , Alec Braynen

A Multiple Input Multiple Output Framework for the Automatic Optical Fractionator-based Cell Counting in Z-Stacks Using Deep Learning , Palak Dave

On the Reliability of Wearable Sensors for Assessing Movement Disorder-Related Gait Quality and Imbalance: A Case Study of Multiple Sclerosis , Steven Díaz Hernández

Securing Critical Cyber Infrastructures and Functionalities via Machine Learning Empowered Strategies , Tao Hou

Social Media Time Series Forecasting and User-Level Activity Prediction with Gradient Boosting, Deep Learning, and Data Augmentation , Fred Mubang

A Study of Deep Learning Silhouette Extractors for Gait Recognition , Sneha Oladhri

Analyzing Decision-making in Robot Soccer for Attacking Behaviors , Justin Rodney

Generative Spatio-Temporal and Multimodal Analysis of Neonatal Pain , Md Sirajus Salekin

Secure Hardware Constructions for Fault Detection of Lattice-based Post-quantum Cryptosystems , Ausmita Sarker

Adaptive Multi-scale Place Cell Representations and Replay for Spatial Navigation and Learning in Autonomous Robots , Pablo Scleidorovich

Predicting the Number of Objects in a Robotic Grasp , Utkarsh Tamrakar

Humanoid Robot Motion Control for Ramps and Stairs , Tommy Truong

Preventing Variadic Function Attacks Through Argument Width Counting , Brennan Ward

Theses/Dissertations from 2021 2021

Knowledge Extraction and Inference Based on Visual Understanding of Cooking Contents , Ahmad Babaeian Babaeian Jelodar

Efficient Post-Quantum and Compact Cryptographic Constructions for the Internet of Things , Rouzbeh Behnia

Efficient Hardware Constructions for Error Detection of Post-Quantum Cryptographic Schemes , Alvaro Cintas Canto

Using Hyper-Dimensional Spanning Trees to Improve Structure Preservation During Dimensionality Reduction , Curtis Thomas Davis

Design, Deployment, and Validation of Computer Vision Techniques for Societal Scale Applications , Arup Kanti Dey

AffectiveTDA: Using Topological Data Analysis to Improve Analysis and Explainability in Affective Computing , Hamza Elhamdadi

Automatic Detection of Vehicles in Satellite Images for Economic Monitoring , Cole Hill

Analysis of Contextual Emotions Using Multimodal Data , Saurabh Hinduja

Data-driven Studies on Social Networks: Privacy and Simulation , Yasanka Sameera Horawalavithana

Automated Identification of Stages in Gonotrophic Cycle of Mosquitoes Using Computer Vision Techniques , Sherzod Kariev

Exploring the Use of Neural Transformers for Psycholinguistics , Antonio Laverghetta Jr.

Secure VLSI Hardware Design Against Intellectual Property (IP) Theft and Cryptographic Vulnerabilities , Matthew Dean Lewandowski

Turkic Interlingua: A Case Study of Machine Translation in Low-resource Languages , Jamshidbek Mirzakhalov

Automated Wound Segmentation and Dimension Measurement Using RGB-D Image , Chih-Yun Pai

Constructing Frameworks for Task-Optimized Visualizations , Ghulam Jilani Abdul Rahim Quadri

Trilateration-Based Localization in Known Environments with Object Detection , Valeria M. Salas Pacheco

Recognizing Patterns from Vital Signs Using Spectrograms , Sidharth Srivatsav Sribhashyam

Recognizing Emotion in the Wild Using Multimodal Data , Shivam Srivastava

A Modular Framework for Multi-Rotor Unmanned Aerial Vehicles for Military Operations , Dante Tezza

Human-centered Cybersecurity Research — Anthropological Findings from Two Longitudinal Studies , Anwesh Tuladhar

Learning State-Dependent Sensor Measurement Models To Improve Robot Localization Accuracy , Troi André Williams

Human-centric Cybersecurity Research: From Trapping the Bad Guys to Helping the Good Ones , Armin Ziaie Tabari

Theses/Dissertations from 2020 2020

Classifying Emotions with EEG and Peripheral Physiological Data Using 1D Convolutional Long Short-Term Memory Neural Network , Rupal Agarwal

Keyless Anti-Jamming Communication via Randomized DSSS , Ahmad Alagil

Active Deep Learning Method to Automate Unbiased Stereology Cell Counting , Saeed Alahmari

Composition of Atomic-Obligation Security Policies , Yan Cao Albright

Action Recognition Using the Motion Taxonomy , Maxat Alibayev

Sentiment Analysis in Peer Review , Zachariah J. Beasley

Spatial Heterogeneity Utilization in CT Images for Lung Nodule Classication , Dmitrii Cherezov

Feature Selection Via Random Subsets Of Uncorrelated Features , Long Kim Dang

Unifying Security Policy Enforcement: Theory and Practice , Shamaria Engram

PsiDB: A Framework for Batched Query Processing and Optimization , Mehrad Eslami

Composition of Atomic-Obligation Security Policies , Danielle Ferguson

Algorithms To Profile Driver Behavior From Zero-permission Embedded Sensors , Bharti Goel

The Efficiency and Accuracy of YOLO for Neonate Face Detection in the Clinical Setting , Jacqueline Hausmann

Beyond the Hype: Challenges of Neural Networks as Applied to Social Networks , Anthony Hernandez

Privacy-Preserving and Functional Information Systems , Thang Hoang

Managing Off-Grid Power Use for Solar Fueled Residences with Smart Appliances, Prices-to-Devices and IoT , Donnelle L. January

Novel Bit-Sliced In-Memory Computing Based VLSI Architecture for Fast Sobel Edge Detection in IoT Edge Devices , Rajeev Joshi

Edge Computing for Deep Learning-Based Distributed Real-time Object Detection on IoT Constrained Platforms at Low Frame Rate , Lakshmikavya Kalyanam

Establishing Topological Data Analysis: A Comparison of Visualization Techniques , Tanmay J. Kotha

Machine Learning for the Internet of Things: Applications, Implementation, and Security , Vishalini Laguduva Ramnath

System Support of Concurrent Database Query Processing on a GPU , Hao Li

Deep Learning Predictive Modeling with Data Challenges (Small, Big, or Imbalanced) , Renhao Liu

Countermeasures Against Various Network Attacks Using Machine Learning Methods , Yi Li

Towards Safe Power Oversubscription and Energy Efficiency of Data Centers , Sulav Malla

Design of Support Measures for Counting Frequent Patterns in Graphs , Jinghan Meng

Automating the Classification of Mosquito Specimens Using Image Processing Techniques , Mona Minakshi

Models of Secure Software Enforcement and Development , Hernan M. Palombo

Functional Object-Oriented Network: A Knowledge Representation for Service Robotics , David Andrés Paulius Ramos

Lung Nodule Malignancy Prediction from Computed Tomography Images Using Deep Learning , Rahul Paul

Algorithms and Framework for Computing 2-body Statistics on Graphics Processing Units , Napath Pitaksirianan

Efficient Viewshed Computation Algorithms On GPUs and CPUs , Faisal F. Qarah

Relational Joins on GPUs for In-Memory Database Query Processing , Ran Rui

Micro-architectural Countermeasures for Control Flow and Misspeculation Based Software Attacks , Love Kumar Sah

Efficient Forward-Secure and Compact Signatures for the Internet of Things (IoT) , Efe Ulas Akay Seyitoglu

Detecting Symptoms of Chronic Obstructive Pulmonary Disease and Congestive Heart Failure via Cough and Wheezing Sounds Using Smart-Phones and Machine Learning , Anthony Windmon

Toward Culturally Relevant Emotion Detection Using Physiological Signals , Khadija Zanna

Theses/Dissertations from 2019 2019

Beyond Labels and Captions: Contextualizing Grounded Semantics for Explainable Visual Interpretation , Sathyanarayanan Narasimhan Aakur

Empirical Analysis of a Cybersecurity Scoring System , Jaleel Ahmed

Phenomena of Social Dynamics in Online Games , Essa Alhazmi

A Machine Learning Approach to Predicting Community Engagement on Social Media During Disasters , Adel Alshehri

Interactive Fitness Domains in Competitive Coevolutionary Algorithm , ATM Golam Bari

Measuring Influence Across Social Media Platforms: Empirical Analysis Using Symbolic Transfer Entropy , Abhishek Bhattacharjee

A Communication-Centric Framework for Post-Silicon System-on-chip Integration Debug , Yuting Cao

Authentication and SQL-Injection Prevention Techniques in Web Applications , Cagri Cetin

Multimodal Emotion Recognition Using 3D Facial Landmarks, Action Units, and Physiological Data , Diego Fabiano

Robotic Motion Generation by Using Spatial-Temporal Patterns from Human Demonstrations , Yongqiang Huang

A GPU-Based Framework for Parallel Spatial Indexing and Query Processing , Zhila Nouri Lewis

A Flexible, Natural Deduction, Automated Reasoner for Quick Deployment of Non-Classical Logic , Trisha Mukhopadhyay

An Efficient Run-time CFI Check for Embedded Processors to Detect and Prevent Control Flow Based Attacks , Srivarsha Polnati

Force Feedback and Intelligent Workspace Selection for Legged Locomotion Over Uneven Terrain , John Rippetoe

Detecting Digitally Forged Faces in Online Videos , Neilesh Sambhu

Malicious Manipulation in Service-Oriented Network, Software, and Mobile Systems: Threats and Defenses , Dakun Shen

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Thesis Ideas for Computer Engineering

In the computer engineering domain, various concepts are emerging in recent times that assist in conducting research. We stay updated every day on changes in technologies sew identify the correct research gaps and share with scholar proper ideas and trending topics for all areas of computer engineering. The following are some thesis topics and plans relevant to computer engineering field that we consider:

• Machine Learning and Artificial Intelligence: In machine learning and AI, we explore novel techniques or approaches. This can be based on building fresh frameworks for particular works, enhancing previous methods, or implementing AI to new regions of interest.
• Internet of Things (IoT) and Smart Devices: Here, our work is to concentrate on the combination and interaction of IoT devices. Topics related to this domain can incorporate energy performance in smart devices, improving safety in IoT, or the building of novel kinds of IoT approaches.
• Computer Vision and Image Processing: Specifically for object identification, image recognition, or 3D modeling, we aim to enhance or construct novel techniques.
• Robotics and Automation: Our project concentrates on the pattern and application of robotic frameworks and that comprise various topics such as drone innovations, self-driving vehicles, or robotic process automation.
• Networks and Distributed Systems: In networking, we intend to investigate latest subjects, including the construction of more robust protocols, enhancing network safety, or advancements in distributed computing.
• Cybersecurity and Cryptography: , In the cybersecurity field, our project researches innovative approaches such as building more efficient encryption techniques or novel tactics for preventing cyber assaults.
• Quantum Computing: We involve more into the evolving domain of quantum computing. This consists of quantum computer framework, technique creation, or quantum computing applications.
• Human-Computer Interaction (HCI): To enhance the communication among computers and humans, we explore novel approaches like augmented reality, virtual reality, and user interface design.
• Bioinformatics and Computational Biology: Our work intends to implement computer engineering norms to the biology domain, including creation of techniques for examining biological data or framing complicated biological models.
• Big Data and Data Analytics: For managing, processing and examining extensive datasets, we investigate new techniques. This can incorporate data visualization, machine learning algorithms, or the creation of novel data analysis tools.

Keep in mind that a proper thesis topic must be practical within the objective and accessible materials in addition to be creative and intriguing. Also it is significant to examine the possibility and importance of the topic in the latest trending approaches.

What is a good research question for thesis?

For a computer engineering-based thesis, the creation of an effective research query incorporates finding a particular issue or passionate region within the domain, and designing a query that must be achievable as well as crucial. Appropriate research key word plays a major role it acts a good research question as it attracts the readers. Get our thesis writing services done from subject professionals, we handle it perfectly that abides by your academic standards. Below, we suggest some well-defined research queries related to computer engineering across different regions where we provide major assistance:

• Machine Learning and AI: How can machine learning algorithms be optimized for energy efficiency in mobile devices without compromising performance?
• Internet of Things (IoT): How can IoT devices be made more secure against distributed denial-of-service (DDoS) attacks without significantly increasing their cost or complexity?
• Computer Vision and Image Processing: Can deep learning techniques improve the accuracy of real-time object detection in varied lighting and weather conditions?
• Robotics and Automation: What are the challenges and solutions for implementing collaborative robots (cobots) in small and medium-sized manufacturing enterprises?
• Networks and Distributed Systems: What new models of distributed computing can effectively leverage edge computing for faster data processing in IoT networks?
• Cybersecurity and Cryptography: What are the effective strategies to detect and mitigate advanced persistent threats in enterprise networks?
• Quantum Computing: What are the practical limitations of implementing Shor’s algorithm in current quantum computing models, and how can these limitations be overcome?
• Human-Computer Interaction (HCI): How does the integration of augmented reality in educational software impact the learning outcomes in STEM subjects for high school students?
• Big Data and Data Analytics: How can big data analytics be used to predict and mitigate traffic congestion in urban areas effectively?
• Bioinformatics and Computational Biology: How can computational models be improved to more accurately simulate protein folding in complex organisms?

It is essential to make sure that your research query is explicit, concentrated, and realistic within the research goal while structuring it. The query must be more particular to be solvable within your research but also sufficiently wide to be aligned with realistic and educational passion. It will direct your study to dedicate novel perceptions and expertise to the computer engineering domain.

Computer Engineering Thesis Writing Services

phdprojects.org offers best Computer Engineering Thesis Writing Services, article writing, journal manuscript done by PhD professionals. We are a huge team of 100+ experts you can get your programming, code and  simulation results with best explanation .More than 16+ programming languages ae well handled by our developers.

• Massive Multiple Access Based on Superposition Raptor Codes for Cellular M2M Communications
• Q-value Learning Automata (QvLA)-RACH Access Scheme for Cellular M2M Communications
• Class based dynamic priority scheduling for uplink to support M2M communications in LTE
• Modeling and Forecasting of Timescale Network Traffic Dynamics in M2M Communications
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• M2M meets D2D: Harnessing D2D interfaces for the aggregation of M2M data
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• System Behavior and Improvements for M2M Devices Using an Experimental Satellite Network
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• M2M communications: Enablement in 4G LTE, deployment considerations and evolution path to 5G
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• Random Access Channel Management for Handling Massive Numbers of Machine-to-Machine Communication Device
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• Energy Efficient Resource Allocation for UAV-Served Energy Harvesting-Supported Cognitive Industrial M2M Networks
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• An energy-efficient scheme for WiFi-capable M2M devices in hybrid LTE network
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Muhammad Shafique

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Various topics in Machine Learning Hardware and Optimizations, Hardware Security, Reliability, and Energy Efficient Technologies are available. Key applications areas that we target are IoT and CPS with "Smart" prefix. Interested candidates should drop an email at "[email protected]".

Master/bachelor theses (some examples of open topics).

• Machine/Deep Learning on GPUs and FPGAs
• Approximate Accelerators for Convolutional Neural Networks (CNNs)
• Approximate Image Processing on FPGAs
• Energy-Efficient Motion Tracking in Internet-of-Things
• Statistical Quality Analysis in Approximate Computing
• High-Level Synthesis for Approximate Computing
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• Aging Modeling and Optimization of Multi-Cores
• Energy-Efficiency for DRAM Memories
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• Game-Theoretic Resource Management in Many-Core Systems.

35 Design Engineering Project Topics for Computer Engineering

Imagine being the architect of the digital world, where your ideas transform into real solutions. That’s the essence of design engineering in computer science. It’s a dynamic field that empowers computer engineering students to craft innovative answers to real-world challenges. These projects aren’t just assignments; they’re the launchpad for your career.

But, the first step to this exciting journey is crucial: choosing the perfect project topic. Your choice will shape your learning and future opportunities. In this blog, we’ll dive into the world of design engineering, offering insights into what it’s all about. We’ll also guide you through the process of selecting the ideal project topic. And, to spark your imagination, we’ve curated a list of design engineering project topics for computer engineering students. Let’s embark on this creative adventure together!

What is Design Engineering?

Table of Contents

Design engineering is a multidisciplinary field that combines principles from various engineering disciplines to design and develop systems, products, or solutions. In the context of computer engineering, design engineering focuses on creating hardware and software solutions that address specific challenges or needs. These projects typically involve problem identification, conceptualization, design, prototyping, testing, and implementation.

Design engineering projects in computer engineering can range from developing new software applications, designing innovative hardware components, optimizing existing systems, or even tackling broader challenges like sustainable technology or healthcare solutions.

How Do I Choose My Design Engineering Project Topics?

Choosing the right design engineering project topics for computer engineering students is a crucial step in your design engineering journey. Here are some steps to help you make an informed decision:

1. Identify Your Interests

Start by considering your interests and passions within the field of computer engineering. Do you enjoy programming, hardware design, networking, or robotics? Your project should align with your interests to keep you motivated throughout the process.

2. Assess Your Skills

Take stock of your technical skills and knowledge. Are you more proficient in software development, electronics, or both? Your project should challenge you but also be achievable based on your current skill set.

3. Seek Guidance

Consult with professors, mentors, or professionals in the field. They can provide valuable insights, suggest project ideas, and help you refine your project proposal.

4. Define a Problem

Identify a real-world problem or challenge that your project can address. Your project should have a clear purpose and potential impact.

5. Consider Resources

Think about the resources you’ll need for your project. Do you have access to the necessary equipment, software, or support? Ensure your project is feasible within your constraints.

6. Research Existing Projects

Review existing design engineering projects to see what has been done before. This can help you identify gaps or areas where you can innovate.

Innovative Design Engineering Project Topics for Computer Engineering

Here is a diverse list of design engineering project topics for computer engineering students. These topics cover a wide range of subfields and challenges within computer engineering:

Hardware Projects

Let’s dive into the design engineering project topics for computer engineering students in hardware:

1. Smart Home Automation System: Design a system that allows users to control and monitor their home appliances remotely.

2. Gesture Recognition Device: Create a device that can recognize and interpret hand gestures for various applications.

3. Wearable Health Monitor: Develop a wearable device that tracks vital signs and sends data to a smartphone app.

4. IoT-based Agriculture Solution: Design an IoT system to optimize farming practices, including soil moisture monitoring and automated irrigation.

5. Low-Cost 3D Printer: Build an affordable 3D printer for educational or prototyping purposes.

6. Robotics Arm: Create a robotic arm with various applications, such as manufacturing or healthcare.

Software Projects

Discover some design engineering project topics for computer engineering students in software:

1. Machine Learning for Predictive Maintenance: Develop a predictive maintenance system using machine learning to reduce equipment downtime.

2. Natural Language Processing Chatbot: Build a chatbot that can understand and respond to natural language queries.

3. Virtual Reality (VR) Game: Create an immersive VR game or simulation for entertainment or educational purposes.

4. Mobile App for Disaster Management: Design a mobile app that provides real-time information and assistance during disasters.

5. Blockchain-Based Secure Voting System: Develop a secure and transparent electronic voting system using blockchain technology.

6. Traffic Management System: Build a smart traffic management system that optimizes traffic flow and reduces congestion.

Networking Projects

Now, let’s explore some easy design engineering project topics for computer engineering students in networking:

1. 5G Network Optimization: Optimize 5G network performance and reliability in a specific area.

2. IoT-Based Energy Monitoring: Create an IoT solution to monitor and control energy consumption in homes or businesses.

3. Network Security Analyzer: Develop a tool that can detect and mitigate network security threats in real time.

4. Software-defined networking (SDN) Controller: Build an SDN controller for efficient network management and customization.

5. VoIP (Voice over Internet Protocol) System: Design a VoIP system for voice communication over the Internet. incorporating the seamless integration of USA virtual phone numbers . These virtual phone numbers not only enhance accessibility but also provide a flexible solution for users to make and receive calls from different geographical locations, contributing to efficient communication infrastructure.

6. Cloud-Based Network Traffic Analyzer: Develop a cloud-based solution that captures and analyzes network traffic data for performance optimization.

Embedded Systems Projects

Here are some design engineering project topics for computer engineering students in embedded systems:

1. Smart Traffic Lights: Create an intelligent traffic light system that adapts to traffic flow.

2. Automated Plant Watering System: Build a system that automatically waters plants based on soil moisture levels.

3. Home Energy Management System: Design a system that optimizes energy usage in homes using IoT sensors.

4. Smart Mirror: Develop a mirror that displays useful information, such as weather updates and calendar events.

5. IoT-Based Health Monitoring Wearable: Create a wearable device for continuous health monitoring and data collection.

6. Autonomous Robotic Vacuum Cleaner: Design and develop an autonomous robotic vacuum cleaner that can navigate and clean rooms efficiently while avoiding obstacles.

Cybersecurity Projects

Discover some design engineering project topics for computer engineering students in cybersecurity:

1. Network Intrusion Detection System: Build an intrusion detection system to identify and mitigate network attacks.

2. Ransomware Protection Tool: Develop a tool to protect against ransomware attacks and data encryption.

3. Password Manager App: Create a secure password manager app for users to store and manage their passwords.

4. Biometric Authentication System: Design a biometric-based authentication system for enhanced security.

5. Secure File Encryption: Develop a secure file encryption and decryption tool.

6. IoT Security Framework: Develop a comprehensive security framework for Internet of Things (IoT) devices and networks.

Artificial Intelligence (AI) Projects

Let’s dive into the design engineering project topics for computer engineering students in AI.

1. AI-Based Personal Assistant: Create a virtual personal assistant powered by AI for tasks like scheduling and information retrieval.

2. Image Recognition System: Develop an image recognition system that can identify objects in images or videos.

3. AI-Based Music Generator: Build an AI-driven music composition tool.

4. Healthcare Diagnosis AI: Design an AI system for diagnosing medical conditions from patient data.

5. Autonomous Drone: Create an autonomous drone for tasks like surveillance or delivery.

6. AI-Powered Language Translation: Design an AI-driven language translation system capable of translating text or speech between multiple languages with high accuracy and efficiency. 

What Determines the Success of an Engineering Design Project?

The success of an engineering design project hinges on several key factors:

Clear Objectives

Success begins with well-defined project objectives. Understanding what needs to be achieved and setting clear goals is the foundation for the entire project.

Effective Planning

Comprehensive project planning, including resource allocation, timeline management, and risk assessment, is essential. A well-structured plan serves as a roadmap for the project’s execution.

Team Collaboration

Effective communication and collaboration among team members are critical. A cohesive team that works harmoniously can address challenges more efficiently.

Innovation and Creativity

Successful projects often involve innovative solutions that address the problem at hand more efficiently or elegantly. Creativity in design can set a project apart.

Adaptability

Flexibility in response to unexpected issues or changes in project requirements is vital. The ability to adapt and make informed decisions in real time is a hallmark of successful engineering projects.

Quality Control

Ensuring that the final product or solution meets high-quality standards is non-negotiable. Rigorous testing and quality control processes are essential.

Client Satisfaction

Ultimately, the success of a project is often determined by whether it meets or exceeds client expectations. Regular feedback and client engagement throughout the project are crucial.

Cost and Resource Management

Staying within budget and efficiently managing resources are essential for project success. Cost overruns can lead to project delays and dissatisfaction.

Timely Delivery

Meeting project deadlines is a key success factor. Delays can result in increased costs and a negative impact on stakeholders.

Documentation and Knowledge Transfer

Proper documentation of the project’s design, implementation, and maintenance processes ensures that the project’s success is sustainable over time. Knowledge transfer to relevant parties is crucial for long-term success.

Choosing the right design engineering project topics for computer engineering students is crucial for your academic and professional growth. It should align with your interests and skills while addressing a real-world problem or challenge. The list of project ideas provided here covers a wide spectrum of computer engineering subfields, from hardware and software development to networking, cybersecurity, embedded systems, and artificial intelligence . Remember to consult with mentors, conduct thorough research, and consider available resources before finalizing your project topic. With the right project, you can gain valuable experience and contribute to the advancement of computer engineering technology.

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ABSTRACT The RADAR system is the first step and much more important and it has much more effect than the other step in the RADAR system works. The RADAR is used in different applications and systems, almost of these applications need high precision, and it's depending on the accuracy of RADAR ANTENNA orientation. Much research has been done and different systems designed to obtain a result within a permissible range. Design RADAR ANTENNA orientation and control system using FPGA and stepper m...

Design and Optimization of W-Tailored Optical Fiber

ABSTRACT  This research work studies the temperature effects in W-shaped core refractive index optical fiber. The work designs an optimized W-tailored optical fiber (OWTOF) that checks the effect of rising temperatures in W-tailored optical fiber (WTOF) for better communication. Initially, an introduction to the general concept of optical fibers including tailored optical fibers (TOF), temperature effects and models is presented as a background. This is followed by studies on existing litera...

Design of Digital Image Enhancement System Using Noise Filtering Techniques

ABSTRACT  Noise Reduction in digital image is one of the most important and difficult techniques in image research. The aim of Noise Reduction in digital image is to improve the visual appearance of an image, or to provide a better transform representation for another automated image processing. Many images like medical images, satellite images, aerial images and even real-life photographs suffer from viewing, removing blurring and noise, increasing contrast, etc. Reducing noise from the dig...

Design And Implementation Of An Automated Inventory Management System Case Study: Smart Shoppers Masaka

ABSTRACT The general purpose was to develop an efficient Inventory Management System (IMS) that improves service delivery at Smart shoppers’ Masaka. The main objectives were to collect and analyze user requirements that provide the researchers with enough information of what the system users want the system to accomplish, to design an Automated Inventory Management System, to implement a prototype and to test and validate the designed prototype. The methodology used includes Interviews, Que...

Inspired Safari Adventures Official Website

ABSTRACT This project is aimed to work as one of the marketing procedures and cores for Inspired Safari Adventures which acts as a general online website were the all public can view and understand more about the company. The users of this website are generally all the people who want to know about Inspired Safari Adventures in reference to the website components for example understanding the company location activities and so much more as illustrated in the website. The other users include i...

Performance Analysis Of A Single -Server Queue Communication System On A Local Area Network: Case Study: Sharing Youth Centre Cyber Cafe

ABSTRACT This study is primarily focused on investigation of major causes of performance bottlenecks on the respective Organization's Internet Cafe Local Area Network. This investigation is based primarily on analysis of a single-server queue which the system utilizes. The server queue perfotmance is analyzed using various measures of performance, the applications of which are highly referenced from published literature. The study also encompasses other minor elements of performance in the sy...

Design and Implementation of Two-Way Authentication System Using Rapsberry Pi

TABLE OF CONTENTSDECLARATION..........................................................................................................iiACKNOWLEDGEMENTS............................................................................................. iiiAPPROVAL...............................................................................................................ivTABLE OF CONTENTS ...............................................................................................vABBREVIATIONS...

Design & Implementation of Raspberry Pi Based Security System.

TABLE OF CONTENTSDECLARATION................................................................................................................................iAPPROVAL ...................................................................................................................................... iiACKNOWLEDGEMENT................................................................................................................ iiiTABLE OF CONTENTS ................................................

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Home > Engineering > Computer Science > Computer Science Graduate Projects

Computer Science Graduate Projects and Theses

Theses/dissertations from 2023 2023.

High-Performance Domain-Specific Library for Hydrologic Data Processing , Kalyan Bhetwal

Verifying Data Provenance During Workflow Execution for Scientific Reproducibility , Rizbanul Hasan

Remote Sensing to Advance Understanding of Snow-Vegetation Relationships and Quantify Snow Depth and Snow Water Equivalent , Ahmad Hojatimalekshah

Exploring the Capability of a Self-Supervised Conditional Image Generator for Image-to-Image Translation without Labeled Data: A Case Study in Mobile User Interface Design , Hailee Kiesecker

Fake News Detection Using Narrative Content and Discourse , Hongmin Kim

Anomaly Detection Using Graph Neural Network , Bishal Lakha

Sparse Format Conversion and Code Synthesis , Tobi Goodness Popoola

Portable Sparse Polyhedral Framework Code Generation Using Multi Level Intermediate Representation , Aaron St. George

Severity Measures for Assessing Error in Automatic Speech Recognition , Ryan Whetten

Theses/Dissertations from 2022 2022

Improved Computational Prediction of Function and Structural Representation of Self-Cleaving Ribozymes with Enhanced Parameter Selection and Library Design , James D. Beck

Meshfree Methods for PDEs on Surfaces , Andrew Michael Jones

Deep Learning of Microstructures , Amir Abbas Kazemzadeh Farizhandi

Long-Term Trends in Extreme Environmental Events with Changepoint Detection , Mintaek Lee

Structure Aware Smart Encoding and Decoding of Information in DNA , Shoshanna Llewellyn

Towards Making Transformer-Based Language Models Learn How Children Learn , Yousra Mahdy

Ontology-Based Formal Approach for Safety and Security Verification of Industrial Control Systems , Ramesh Neupane

Improving Children's Authentication Practices with Respect to Graphical Authentication Mechanism , Dhanush Kumar Ratakonda

Hate Speech Detection Using Textual and User Features , Rohan Raut

Automated Detection of Sockpuppet Accounts in Wikipedia , Mostofa Najmus Sakib

Characterization and Mitigation of False Information on the Web , Anu Shrestha

Sinusoidal Projection for 360° Image Compression and Triangular Discrete Cosine Transform Impact in the JPEG Pipeline , Iker Vazquez Lopez

Theses/Dissertations from 2021 2021

Training Wheels for Web Search: Multi-Perspective Learning to Rank to Support Children's Information Seeking in the Classroom , Garrett Allen

Fair and Efficient Consensus Protocols for Secure Blockchain Applications , Golam Dastoger Bashar

Why Don't You Act Your Age?: Recognizing the Stereotypical 8-12 Year Old Searcher by Their Search Behavior , Michael Green

Ensuring Consistency and Efficiency of the Incremental Unit Network in a Distributed Architecture , Mir Tahsin Imtiaz

Modeling Real and Fake News Sharing in Social Networks , Abishai Joy

Modeling and Analyzing Users' Privacy Disclosure Behavior to Generate Personalized Privacy Policies , A.K.M. Nuhil Mehdy

Into the Unknown: Exploration of Search Engines' Responses to Users with Depression and Anxiety , Ashlee Milton

Generating Test Inputs from String Constraints with an Automata-Based Solver , Marlin Roberts

A Case Study in Representing Scientific Applications ( GeoAc ) Using the Sparse Polyhedral Framework , Ravi Shankar

Actors for the Internet of Things , Arjun Shukla

Theses/Dissertations from 2020 2020

Towards Unifying Grounded and Distributional Semantics Using the Words-as-Classifiers Model of Lexical Semantics , Stacy Black

Improving Scientist Productivity, Architecture Portability, and Performance in ParFlow , Michael Burke

Polyhedral+Dataflow Graphs , Eddie C. Davis

Improving Spellchecking for Children: Correction and Design , Brody Downs

A Collection of Fast Algorithms for Scalar and Vector-Valued Data on Irregular Domains: Spherical Harmonic Analysis, Divergence-Free/Curl-Free Radial Basis Functions, and Implicit Surface Reconstruction , Kathryn Primrose Drake

Privacy-Preserving Protocol for Atomic Swap Between Blockchains , Kiran Gurung

Unsupervised Structural Graph Node Representation Learning , Mikel Joaristi

Detecting Undisclosed Paid Editing in Wikipedia , Nikesh Joshi

Do You Feel Me?: Learning Language from Humans with Robot Emotional Displays , David McNeill

Obtaining Real-World Benchmark Programs from Open-Source Repositories Through Abstract-Semantics Preserving Transformations , Maria Anne Rachel Paquin

Content Based Image Retrieval (CBIR) for Brand Logos , Enjal Parajuli

A Resilience Metric for Modern Power Distribution Systems , Tyler Bennett Phillips

Theses/Dissertations from 2019 2019

Edge-Assisted Workload-Aware Image Processing System , Anil Acharya

MINOS: Unsupervised Netflow-Based Detection of Infected and Attacked Hosts, and Attack Time in Large Networks , Mousume Bhowmick

Deviant: A Mutation Testing Tool for Solidity Smart Contracts , Patrick Chapman

Querying Over Encrypted Databases in a Cloud Environment , Jake Douglas

A Hybrid Model to Detect Fake News , Indhumathi Gurunathan

Suitability of Finite State Automata to Model String Constraints in Probablistic Symbolic Execution , Andrew Harris

UNICORN Framework: A User-Centric Approach Toward Formal Verification of Privacy Norms , Rezvan Joshaghani

Detection and Countermeasure of Saturation Attacks in Software-Defined Networks , Samer Yousef Khamaiseh

Secure Two-Party Protocol for Privacy-Preserving Classification via Differential Privacy , Manish Kumar

Application-Specific Memory Subsystem Benchmarking , Mahesh Lakshminarasimhan

Multilingual Information Retrieval: A Representation Building Perspective , Ion Madrazo

Improved Study of Side-Channel Attacks Using Recurrent Neural Networks , Muhammad Abu Naser Rony Chowdhury

Investigating the Effects of Social and Temporal Dynamics in Fitness Games on Children's Physical Activity , Ankita Samariya

BullyNet: Unmasking Cyberbullies on Social Networks , Aparna Sankaran

FALCON: Framework for Anomaly Detection In Industrial Control Systems , Subin Sapkota

Investigating Semantic Properties of Images Generated from Natural Language Using Neural Networks , Samuel Ward Schrader

Incremental Processing for Improving Conversational Grounding in a Chatbot , Aprajita Shukla

Estimating Error and Bias of Offline Recommender System Evaluation Results , Mucun Tian

Theses/Dissertations from 2018 2018

Leveraging Tiled Display for Big Data Visualization Using D3.js , Ujjwal Acharya

Fostering the Retrieval of Suitable Web Resources in Response to Children's Educational Search Tasks , Oghenemaro Deborah Anuyah

Privacy-Preserving Genomic Data Publishing via Differential Privacy , Tanya Khatri

Injecting Control Commands Through Sensory Channel: Attack and Defense , Farhad Rasapour

Strong Mutation-Based Test Generation of XACML Policies , Roshan Shrestha

Performance, Scalability, and Robustness in Distributed File Tree Copy , Christopher Robert Sutton

Using DNA For Data Storage: Encoding and Decoding Algorithm Development , Kelsey Suyehira

Detecting Saliency by Combining Speech and Object Detection in Indoor Environments , Kiran Thapa

Theses/Dissertations from 2017 2017

Identifying Restaurants Proposing Novel Kinds of Cuisines: Using Yelp Reviews , Haritha Akella

Editing Behavior Analysis and Prediction of Active/Inactive Users in Wikipedia , Harish Arelli

CloudSkulk: Design of a Nested Virtual Machine Based Rootkit-in-the-Middle Attack , Joseph Anthony Connelly

Predicting Friendship Strength in Facebook , Nitish Dhakal

Privacy-Preserving Trajectory Data Publishing via Differential Privacy , Ishita Dwivedi

Cultivating Community Interactions in Citizen Science: Connecting People to Each Other and the Environment , Bret Allen Finley

Uncovering New Links Through Interaction Duration , Laxmi Amulya Gundala

Variance: Secure Two-Party Protocol for Solving Yao's Millionaires' Problem in Bitcoin , Joshua Holmes

A Scalable Graph-Coarsening Based Index for Dynamic Graph Databases , Akshay Kansal

Integrity Coded Databases: Ensuring Correctness and Freshness of Outsourced Databases , Ujwal Karki

Editable View Optimized Tone Mapping For Viewing High Dynamic Range Panoramas On Head Mounted Display , Yuan Li

The Effects of Pair-Programming in a High School Introductory Computer Science Class , Ken Manship

Towards Automatic Repair of XACML Policies , Shuai Peng

Identification of Unknown Landscape Types Using CNN Transfer Learning , Ashish Sharma

Hand Gesture Recognition for Sign Language Transcription , Iker Vazquez Lopez

Learning to Code Music : Development of a Supplemental Unit for High School Computer Science , Kelsey Wright

Theses/Dissertations from 2016 2016

Identification of Small Endogenous Viral Elements within Host Genomes , Edward C. Davis Jr.

When the System Becomes Your Personal Docent: Curated Book Recommendations , Nevena Dragovic

Security Testing with Misuse Case Modeling , Samer Yousef Khamaiseh

Estimating Length Statistics of Aggregate Fried Potato Product via Electromagnetic Radiation Attenuation , Jesse Lovitt

Towards Multipurpose Readability Assessment , Ion Madrazo

Evaluation of Topic Models for Content-Based Popularity Prediction on Social Microblogs , Axel Magnuson

CEST: City Event Summarization using Twitter , Deepa Mallela

Developing an ABAC-Based Grant Proposal Workflow Management System , Milson Munakami

Phoenix and Hive as Alternatives to RDBMS , Diana Ornelas

Massively Parallel Algorithm for Solving the Eikonal Equation on Multiple Accelerator Platforms , Anup Shrestha

A Certificateless One-Way Group Key Agreement Protocol for Point-to-Point Email Encryption , Srisarguru Sridhar

Dynamic Machine Level Resource Allocation to Improve Tasking Performance Across Multiple Processes , Richard Walter Thatcher

Theses/Dissertations from 2015 2015

Developing an Application for Evolutionary Search for Computational Models of Cellular Development , Nicolas Scott Cornia

Accelerated Radar Signal Processing in Large Geophysical Datasets , Ravi Preesha Geetha

Integrity Coded Databases (ICDB) – Protecting Integrity for Outsourced Databases , Archana Nanjundarao

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Home > Engineering > ECE > Electrical & Computer Engineering Masters Theses Collection

Electrical & Computer Engineering Masters Theses Collection

Theses from 2024 2024.

Extracting DNN Architectures Via Runtime Profiling On Mobile GPUs , Dong Hyub Kim, Electrical & Computer Engineering

Semantic-Aware Blockchain Architecture Design for Lifelong Edge-enabled Metaverse , Ning Wang, Electrical & Computer Engineering

Blockchain Design for a Secure Pharmaceutical Supply Chain , Zhe Xu, Electrical & Computer Engineering

Collaborative Caching and Computation Offloading for Intelligent Transportation Systems enabled by Satellite-Airborne-Terrestrial Networks , Shulun Yang, Electrical & Computer Engineering

Protecting Return Address Integrity for RISC-V via Pointer Authentication , yuhe zhao, Electrical & Computer Engineering

Theses from 2023 2023

Fingerprinting for Chiplet Architectures Using Power Distribution Network Transients , Matthew G. Burke, Electrical & Computer Engineering

Design and Fabrication of a Trapped Ion Quantum Computing Testbed , Christopher A. Caron, Electrical & Computer Engineering

Analog Cancellation of a Known Remote Interference: Hardware Realization and Analysis , James M. Doty, Electrical & Computer Engineering

Electrothermal Properties of 2D Materials in Device Applications , Samantha L. Klein, Electrical & Computer Engineering

Ablation Study on Deeplabv3+ for Semantic Segmentation , Bowen Lei, Electrical & Computer Engineering

A Composability-Based Transformer Pruning Framework , Yuping Lin, Electrical & Computer Engineering

A Model Extraction Attack on Deep Neural Networks Running on GPUs , Jonah G. O'Brien Weiss, Electrical & Computer Engineering

Heterogeneous IoT Network Architecture Design for Age of Information Minimization , Xiaohao Xia, Electrical & Computer Engineering

Theses from 2022 2022

Theory and Analysis of Backprojection Processing for Interferometric SAR , Marc Closa Tarres, Electrical & Computer Engineering

Unpaired Skeleton-to-Photo Translation for Sketch-to-Photo Synthesis , Yuanzhe Gu, Electrical & Computer Engineering

Integration of Digital Signal Processing Block in SymbiFlow FPGA Toolchain for Artix-7 Devices , Andrew T. Hartnett, Electrical & Computer Engineering

Planar Ultra-Wideband Modular Antenna (PUMA) Arrays for High-Volume Manufacturing on Organic Laminates and BGA Interfaces , James R. LaCroix, Electrical & Computer Engineering

Planar Transmission-Line Metamaterials on an Irregular Grid , Tina E. Maurer, Electrical & Computer Engineering

Formally Verifiable Synthesis Flow In FPGAs , Anurag V. Muttur, Electrical & Computer Engineering

Theses from 2021 2021

Graph-Algorithm Based Verification on Network Configuration Robustness , Zibin Chen, Electrical & Computer Engineering

A Cloud Infrastructure for Large Scale Health Monitoring in Older Adult Care Facilities , Uchechukwu Gabriel David, Electrical & Computer Engineering

Internet Infrastructures for Large Scale Emulation with Efficient HW/SW Co-design , Aiden K. Gula, Electrical & Computer Engineering

Mtemp: An Ambient Temperature Estimation Method Using Acoustic Signal on Mobile Devices , Hao Guo, Electrical & Computer Engineering

BENCHMARKING SMALL-DATASET STRUCTURE-ACTIVITY-RELATIONSHIP MODELS FOR PREDICTION OF WNT SIGNALING INHIBITION , Mahtab Kokabi, Electrical & Computer Engineering

ACTION : Adaptive Cache Block Migration in Distributed Cache Architectures , Chandra Sekhar Mummidi, Electrical & Computer Engineering

Modeling and Characterization of Optical Metasurfaces , Mahsa Torfeh, Electrical & Computer Engineering

TickNet: A Lightweight Deep Classifier for Tick Recognition , Li Wang, Electrical & Computer Engineering

Lecture Video Transformation through An Intelligent Analysis and Post-processing System , Xi Wang, Electrical & Computer Engineering

Correcting For Terrain Interference, Attenuation, and System Bias for a Dual Polarimetric, X-Band Radar , Casey Wolsieffer, Electrical & Computer Engineering

Theses from 2020 2020

Numerical Simulation of Thermoelectric Transport in Bulk and Nanostructured SiSn Alloys , Venkatakrishna Dusetty, Electrical & Computer Engineering

Deep Reinforcement Learning For Distributed Fog Network Probing , Xiaoding Guan, Electrical & Computer Engineering

COMPRESSIVE PARAMETER ESTIMATION VIA APPROXIMATE MESSAGE PASSING , Shermin Hamzehei, Electrical & Computer Engineering

Metric Learning via Linear Embeddings for Human Motion Recognition , ByoungDoo Kong, Electrical & Computer Engineering

Compound Effects of Clock and Voltage Based Power Side-Channel Countermeasures , Jacqueline Lagasse, Electrical & Computer Engineering

Network Virtualization and Emulation using Docker, OpenvSwitch and Mininet-based Link Emulation , Narendra Prabhu, Electrical & Computer Engineering

Thermal Transport Modeling Of Semiconductor Materials From First Principles , Aliya Qureshi, Electrical & Computer Engineering

CROSSTALK BASED SIDE CHANNEL ATTACKS IN FPGAs , Chethan Ramesh, Electrical & Computer Engineering

Accelerating RSA Public Key Cryptography via Hardware Acceleration , Pavithra Ramesh, Electrical & Computer Engineering

Real-Time TDDFT-Based Filtered Spectroscopy , Ivan Williams, Electrical & Computer Engineering

Perception System: Object and Landmark Detection for Visually Impaired Users , Chenguang Zhang, Electrical & Computer Engineering

Theses from 2019 2019

An Empirical Analysis of Network Traffic: Device Profiling and Classification , Mythili Vishalini Anbazhagan, Electrical & Computer Engineering

Pre-Travel Training And Real-Time Guidance System For People With Disabilities In Indoor Environments , Binru Cao, Electrical & Computer Engineering

Energy Efficiency of Computation in All-spin Logic: Projections and Fundamental Limits , Zongya Chen, Electrical & Computer Engineering

Improving Resilience of Communication in Information Dissemination for Time-Critical Applications , Rajvardhan Somraj Deshmukh, Electrical & Computer Engineering

InSAR Simulations for SWOT and Dual Frequency Processing for Topographic Measurements , Gerard Masalias Huguet, Electrical & Computer Engineering

A Study on Controlling Power Supply Ramp-Up Time in SRAM PUFs , Harshavardhan Ramanna, Electrical & Computer Engineering

The UMass Experimental X-Band Radar (UMAXX): An Upgrade of the CASA MA-1 to Support Cross-Polarization Measurements , Jezabel Vilardell Sanchez, Electrical & Computer Engineering

A Video-Based System for Emergency Preparedness and Recovery , Juechen Yin, Electrical & Computer Engineering

Theses from 2018 2018

Phonon Transport at Boundaries and Interfaces in Two-Dimensional Materials , Cameron Foss, Electrical & Computer Engineering

SkinnySensor: Enabling Battery-Less Wearable Sensors Via Intrabody Power Transfer , Neev Kiran, Electrical & Computer Engineering

Immersive Pre-travel Training Application for Seniors and People with Disabilities , Yang Li, Electrical & Computer Engineering

Analog Computing using 1T1R Crossbar Arrays , Yunning Li, Electrical & Computer Engineering

On-Chip Communication and Security in FPGAs , Shivukumar Basanagouda Patil, Electrical & Computer Engineering

CROWDSOURCING BASED MICRO NAVIGATION SYSTEM FOR VISUALLY IMPAIRED , Quan Shi, Electrical & Computer Engineering

AN EVALUATION OF SDN AND NFV SUPPORT FOR PARALLEL, ALTERNATIVE PROTOCOL STACK OPERATIONS IN FUTURE INTERNETS , Bhushan Suresh, Electrical & Computer Engineering

Applications Of Physical Unclonable Functions on ASICS and FPGAs , Mohammad Usmani, Electrical & Computer Engineering

Improvements to the UMASS S-Band FM-CW Vertical Wind Profiling Radar: System Performance and Data Analysis. , Joseph Waldinger, Electrical & Computer Engineering

Theses from 2017 2017

AutoPlug: An Automated Metadata Service for Smart Outlets , Lurdh Pradeep Reddy Ambati, Electrical & Computer Engineering

SkyNet: Memristor-based 3D IC for Artificial Neural Networks , Sachin Bhat, Electrical & Computer Engineering

Navigation Instruction Validation Tool and Indoor Wayfinding Training System for People with Disabilities , Linlin Ding, Electrical & Computer Engineering

Energy Efficient Loop Unrolling for Low-Cost FPGAs , Naveen Kumar Dumpala, Electrical & Computer Engineering

Effective Denial of Service Attack on Congestion Aware Adaptive Network on Chip , Vijaya Deepak Kadirvel, Electrical & Computer Engineering

VIRTUALIZATION OF CLOSED-LOOP SENSOR NETWORKS , Priyanka Dattatri Kedalagudde, Electrical & Computer Engineering

The Impact of Quantum Size Effects on Thermoelectric Performance in Semiconductor Nanostructures , Adithya Kommini, Electrical & Computer Engineering

MAGNETO-ELECTRIC APPROXIMATE COMPUTATIONAL FRAMEWORK FOR BAYESIAN INFERENCE , Sourabh Kulkarni, Electrical & Computer Engineering

Time Domain SAR Processing with GPUs for Airborne Platforms , Dustin Lagoy, Electrical & Computer Engineering

Query on Knowledge Graphs with Hierarchical Relationships , Kaihua Liu, Electrical & Computer Engineering

HIGH PERFORMANCE SILVER DIFFUSIVE MEMRISTORS FOR FUTURE COMPUTING , Rivu Midya, Electrical & Computer Engineering

Achieving Perfect Location Privacy in Wireless Devices Using Anonymization , Zarrin Montazeri, Electrical & Computer Engineering

KaSI: a Ka-band and S-band Cross-track Interferometer , Gerard Ruiz Carregal, Electrical & Computer Engineering

Analyzing Spark Performance on Spot Instances , Jiannan Tian, Electrical & Computer Engineering

Indoor Navigation For The Blind And Visually Impaired: Validation And Training Methodology Using Virtual Reality , Sili Wang, Electrical & Computer Engineering

Efficient Scaling of a Web Proxy Cluster , Hao Zhang, Electrical & Computer Engineering

ORACLE GUIDED INCREMENTAL SAT SOLVING TO REVERSE ENGINEER CAMOUFLAGED CIRCUITS , Xiangyu Zhang, Electrical & Computer Engineering

Theses from 2016 2016

Seamless Application Delivery Using Software Defined Exchanges , Divyashri Bhat, Electrical & Computer Engineering

PROCESSOR TEMPERATURE AND RELIABILITY ESTIMATION USING ACTIVITY COUNTERS , Mayank Chhablani, Electrical & Computer Engineering

PARQ: A MEMORY-EFFICIENT APPROACH FOR QUERY-LEVEL PARALLELISM , Qianqian Gao, Electrical & Computer Engineering

Accelerated Iterative Algorithms with Asynchronous Accumulative Updates on a Heterogeneous Cluster , Sandesh Gubbi Virupaksha, Electrical & Computer Engineering

Improving Efficiency of Thermoelectric Devices Made of Si-Ge, Si-Sn, Ge-Sn, and Si-Ge-Sn Binary and Ternary Alloys , Seyedeh Nazanin Khatami, Electrical & Computer Engineering

6:1 PUMA Arrays: Designs and Finite Array Effects , Michael Lee, Electrical & Computer Engineering

Protecting Controllers against Denial-of-Service Attacks in Software-Defined Networks , Jingrui Li, Electrical & Computer Engineering

INFRASTRUCTURE-FREE SECURE PAIRING OF MOBILE DEVICES , Chunqiu Liu, Electrical & Computer Engineering

Extrinsic Effects on Heat and Electron Transport In Two-Dimensional Van-Der Waals Materials- A Boltzmann Transport Study , Arnab K. Majee, Electrical & Computer Engineering

SpotLight: An Information Service for the Cloud , Xue Ouyang, Electrical & Computer Engineering

Localization, Visualization And Evacuation Guidance System In Emergency Situations , Jingyan Tang, Electrical & Computer Engineering

Variation Aware Placement for Efficient Key Generation using Physically Unclonable Functions in Reconfigurable Systems , Shrikant S. Vyas, Electrical & Computer Engineering

EVALUATING FEATURES FOR BROAD SPECIES BASED CLASSIFICATION OF BIRD OBSERVATIONS USING DUAL-POLARIZED DOPPLER WEATHER RADAR , Sheila Werth, Electrical & Computer Engineering

Theses from 2015 2015

Quality Factor of Horizontal Wire Dipole Antennas near Planar Conductor or Dielectric Interface , Adebayo Gabriel Adeyemi, Electrical & Computer Engineering

Evaluation of Two-Dimensional Codes for Digital Information Security in Physical Documents , Shuai Chen, Electrical & Computer Engineering

Design and Implementation of a High Performance Network Processor with Dynamic Workload Management , Padmaja Duggisetty, Electrical & Computer Engineering

Wavelet-Based Non-Homogeneous Hidden Markov Chain Model For Hyperspectral Signature Classification , Siwei Feng, Electrical & Computer Engineering

DEVELOPMENT OF INFRARED AND TERAHERTZ BOLOMETERS BASED ON PALLADIUM AND CARBON NANOTUBES USING ROLL TO ROLL PROCESS , Amulya Gullapalli, Electrical & Computer Engineering

Development of Prototypes of a Portable Road Weather Information System , Meha Kainth, Electrical & Computer Engineering

ADACORE: Achieving Energy Efficiency via Adaptive Core Morphing at Runtime , Nithesh Kurella, Electrical & Computer Engineering

Architecting SkyBridge-CMOS , Mingyu Li, Electrical & Computer Engineering

Function Verification of Combinational Arithmetic Circuits , Duo Liu, Electrical & Computer Engineering

ENERGY EFFICIENCY EXPLORATION OF COARSE-GRAIN RECONFIGURABLE ARCHITECTURE WITH EMERGING NONVOLATILE MEMORY , Xiaobin Liu, Electrical & Computer Engineering

Development of a Layout-Level Hardware Obfuscation Tool to Counter Reverse Engineering , Shweta Malik, Electrical & Computer Engineering

Energy Agile Cluster Communication , Muhammad Zain Mustafa, Electrical & Computer Engineering

Architecting NP-Dynamic Skybridge , Jiajun Shi, Electrical & Computer Engineering

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The M.S. Thesis Track

The MS Thesis track is for students who want to concentrate on research in some sub-field of Computer Science.  You are required to arrange for a Computer Science Faculty member who agrees to advise the thesis and the rest of your course selection prior to selecting the track.

SUMMARY OF REQUIREMENTS

• Complete a total of  30 points  (Courses must be at the 4000 level or above)
• Maintain at least a  2.7  overall GPA. (No more than 1 D is permitted).
• Complete the  Columbia Engineering Professional Development & Leadership (PDL)  requirement
• Satisfy  breadth requirements
• Take at least  6 points  of technical courses at the 6000 level
• At most, up to 3 points  of your degree can be Non-CS/Non-track If they are deemed relevant to your track and sufficiently technical in nature. Submit the  Non-CS/NonTrack form  and the course syllabus to your CS Faculty Advisor for review

1. BREADTH REQUIREMENT

Visit the breadth requirement page for more information.

2. REQUIRED TRACK COURSES (9 credits)

Students must take 9 credits of COMS E6902 Thesis. The points are typically spread over multiple semesters, e.g., 3 points each for 3 semesters or 4.5 points each for 2 semesters. No more than 9 points of E6902 may be taken. Sign up for the section number of E6902 associated with your thesis advisor.

3. ELECTIVE TRACK COURSES

Students are required to complete 9 elective credits of graduate courses (4000-level or above) selected from Computer Science and/or related areas together with your faculty thesis advisor. These would normally be strongly related to your thesis topic.

Up to 3 of these points may be in COMS E6901 Projects in Computer Science.

Please note:

The  degree progress checklist should be used to keep track of your requirements. if you have questions for your track advisor or cs advising, you should have an updated checklist prepared, due to a significant overlap in course material, ms students not in the machine learning track can only take 1 of the following courses – coms 4771, coms 4721, elen 4903, ieor 4525, stat 4240, stat 4400/4241/5241 – as part of their degree requirements, the elective track courses cannot be imported from another institution., 4. general electives.

Students must complete the remaining credits of General Elective Courses at the 4000 level or above. At least three of these points must be chosen from either the Track Electives listed above or from the CS department at the 4000 level or higher.

Students may also request to use at most 3 points of Non-CS/Non-Track coursework if approved by the process listed below.

5. THESIS DEFENSE

A thesis proposal is presented to your thesis committee at least three months before your defense. Your thesis committee should have three members. Two of them must be internal, but one can be an outsider. Please bring the thesis defense form to your defense. Once completed, please submit the form to CS Advising via email: [email protected].

The thesis cannot be imported from another institution.

A publication-quality thesis document is also published as a CS department technical report. Once completed, please upload your thesis into MICE.

PROGRAM PLANNING

Please visit  the Directory of Classes  to get the updated course listings. Please also note that not all courses are offered every semester or even every year. A few courses are offered only once every two or three years or even less frequently.

Updated: 3/26/2024

Find open faculty positions here .

Computer Science at Columbia University

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In the News

Press mentions, dean boyce's statement on amicus brief filed by president bollinger.

President Bollinger announced that Columbia University along with many other academic institutions (sixteen, including all Ivy League universities) filed an amicus brief in the U.S. District Court for the Eastern District of New York challenging the Executive Order regarding immigrants from seven designated countries and refugees. Among other things, the brief asserts that “safety and security concerns can be addressed in a manner that is consistent with the values America has always stood for, including the free flow of ideas and people across borders and the welcoming of immigrants to our universities.”

This recent action provides a moment for us to collectively reflect on our community within Columbia Engineering and the importance of our commitment to maintaining an open and welcoming community for all students, faculty, researchers and administrative staff. As a School of Engineering and Applied Science, we are fortunate to attract students and faculty from diverse backgrounds, from across the country, and from around the world. It is a great benefit to be able to gather engineers and scientists of so many different perspectives and talents – all with a commitment to learning, a focus on pushing the frontiers of knowledge and discovery, and with a passion for translating our work to impact humanity.

I am proud of our community, and wish to take this opportunity to reinforce our collective commitment to maintaining an open and collegial environment. We are fortunate to have the privilege to learn from one another, and to study, work, and live together in such a dynamic and vibrant place as Columbia.

Mary C. Boyce Dean of Engineering Morris A. and Alma Schapiro Professor

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COMPUTER ENGINEERING PROJECT TOPICS AND MATERIALS

Computer engineering project topics and materials for undergraduate and post graduate students. research project paper, seminar topics, proposals, titles, ideas and materials are available for dissertation, thesis and essay in computer engineering department. find below the list of research project topics for bsc, msc and phd computer engineering students., latest projects, studies on some aspects of anthracnose-blight-dieback complex of cultivars of grapevines (vitis spp.) in..., genetic variability studies of twenty potato genotypes, relationship of haemoglobin and potassium polymorphism with conformation, milk production and blood biochemical profiles..., adoption of agricultural innovations among members and non-members of women co-operative societies in oju..., small farmer credit with particular reference to nigeria, research department.

• ACCOUNTING PROJECT TOPICS AND MATERIALS 3553
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School Thesis

Free Thesis Topics and Masters Research Papers PDF Download

Computer Engineering Thesis Topics

List of Computer Engineering Thesis Topics and Masters Research Papers PDF Download for Final Year MSC, Undergraduates, and Dissertation Students.

These Simple Masters Thesis Topics Listed Below Comes With Complete Chapters From 1 to 5 With Research Title, Proposal Samples, Simple Formats, Abstract, Table of Contents, Literature Review (Theoretical and Conceptual Framework), Research Methodology, Data Analysis, Conclusion, Citations, References, and Questionnaires.

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List of Computer Engineering Masters Thesis Topics

Design and implementation of online banking system.

Design and Implementation of Online Banking System   Abstract of Design and Implementation of Online Banking System The application has…

Design and Implementation of Network Activity Monitoring System

Design and Implementation of Network Activity Monitoring System                Chapter One of Design and Implementation of Network Activity Monitoring System…

Design and Implementation of a Computerised Resturant Management Information System

Design and Implementation of a Computerised Resturant Management Information System   Abstract of Design and Implementation of a Computerised Resturant…

Design and Implementation of an Electronic Patient Management System

Design and Implementation of an Electronic Patient Management System   Abstract of Design and Implementation of an Electronic Patient Management…

Design and Implementation of an Automated Inventory Control System for a Manufacturing Organisation

Design and Implementation of an Automated Inventory Control System for a Manufacturing Organisation   Abstract of Design and Implementation of…

Computerized Crime Tracking Information System

Computerized Crime Tracking Information System   Abstract of Computerized Crime Tracking Information System This project work intends to automate the…

Computerized Transcript Management System

Computerized Transcript Management System   Abstract of Computerized Transcript Management System This project is a computerized information management for transcript…

Computer Based Census Management System

Computer Based Census Management System   Abstract of Computer Based Census Management System The researcher chose to research on this…

Design and Implementation of Computerized Information Management System in Seismic Data Processing

Design and Implementation of Computerized Information Management System in Seismic Data Processing   Abstract of Design and Implementation of Computerized…

Design and Implementation of an E – Registration System

Design and Implementation of an E – Registration System   Chapter One of Design and Implementation of an E –…

Design and Implementation of Gas Detection System

Design and Implementation of Gas Detection System   Abstract of Design and Implementation of Gas Detection System Gas is supplied…

Design and Construction of Intruder Detector Alarm System With Direction/location Display

Design and Construction of Intruder Detector Alarm System With Directionlocation Display   Abstract of Design and Construction of Intruder Detector…

Design and Implement Automated Coupon Generating System

Design and Implement Automated Coupon Generating System   Chapter One of Design and Implement Automated Coupon Generating System INTRODUCTION Millions…

Design and Construction of an Intruder Detector for Office and Home Use

Design and Construction of an Intruder Detector for Office and Home Use   Abstract of Design and Construction of an…

Fingerprint Authentication System for Atm Security Applications

Fingerprint Authentication System for Atm Security Applications Chapter One of Fingerprint Authentication System for Atm Security Applications INTRODUCTION Background of…

Radio Frequency Based Wireless Batch Counting Device for Brewery

Radio Frequency Based Wireless Batch Counting Device for Brewery   Abstract of Radio Frequency Based Wireless Batch Counting Device for…

Design and Implementation of Radio Controlled Car Lock With 5-minutes Ignition Deactivation Facility

Design and Implementation of Radio Controlled Car Lock With 5-minutes Ignition Deactivation Facility   Abstract of Design and Implementation of…

Automatic Hand Dryer With Temperature Display

Automatic Hand Dryer With Temperature Display Abstract of Automatic Hand Dryer With Temperature Display This project deals on the design…

Design and Construction of Automatic Quiz Buzzer System

Design and Construction of Automatic Quiz Buzzer System   Chapter One of Design and Construction of Automatic Quiz Buzzer System…

Construction of a Digital Combinational Lock System

Construction of a Digital Combinational Lock System   Abstract of Construction of a Digital Combinational Lock System The increasing rate…

Building and Assembling a Computer System

Building and Assembling a Computer System   Abstract of Building and Assembling a Computer System Cloning of Computer System is…

Design and Implementation of a Web Based Voters Registration System

Design and Implementation of a Web Based Voters Registration System   Abstract of Design and Implementation of a Web Based…

Design and Implementation of Password Basedaccess Control With Intruder Alert System

Design and Implementation of Password Basedaccess Control With Intruder Alert System   Abstract of Design and Implementation of Password Basedaccess…

An Online Hotel Booking System

An Online Hotel Booking System   Abstract of An Online Hotel Booking System The project “Online Hotel Booking System” is…

Computerized Aided Learning of Mathematics for Senior Secondary School

Computerized Aided Learning of Mathematics for Senior Secondary School Abstract of Computerized Aided Learning of Mathematics for Senior Secondary School…

Design and Implementation of an Online Portal Registration

Design and Implementation of an Online Portal Registration Chapter One of Design and Implementation of an Online Portal Registration INTRODUCTION…

Design and Implementation of Fingerprint Based Attendance Management System for Tertiary Institutions

Design and Implementation of Fingerprint Based Attendance Management System for Tertiary Institutions Abstract of Design and Implementation of Fingerprint Based…

Development of a Mobile Agent for Preventing Software Piracy on a Network

Development of a Mobile Agent for Preventing Software Piracy on a Network   Chapter One of Development of a Mobile…

Remote Monitoring and Control of a Refrigerator Using Gsm Interface

Remote Monitoring and Control of a Refrigerator Using Gsm Interface   Abstract of Remote Monitoring and Control of a Refrigerator…

University Sms Result Dessimination

University Sms Result Dessimination   Abstract of University Sms Result Dessimination This paper reviews the use of mobile phones for…

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List Of Unique Thesis Topic Ideas For Computer Engineering Students

Computer engineering students have to be fluent in more languages than just computer code. They have to be able to explain in writing some of the applications that can be used, and do this in words that a common person can understand. There is more than just computer jargon which needs to be found in the paragraphs. Thesis topics are what graduate students and honors students have to be thinking about all the time. The various topics can offer suggestions on how to best apply in the business world what is learned in the classroom.

• Establishing a virtual classroom.
• Hunting down computer viruses in a systematic way.
• Creating a biometrics attendance system for a manufacturing company.
• Creating email security systems.
• A billing system for a small retail outlet.
• Inventory management systems for seasonal products.
• A management system for a fleet of company cars.
• A call center contact tracking system.
• A property and casualty insurance management system.
• Trading algorithms for public utilities stock.
• Tracking endangered species in a given state.
• Currency exchange management systems.
• Automatic security systems for large apartment complexes.
• Attendance systems for students in remote locations.
• Upgrading bank deposit systems.
• Security systems for ATM machines.
• Applications for effective Web mining.
• Transportation route optimizing systems.
• Hotel data security for reservations.
• Best practices for training and development in web security.
• Workforce management systems for multi-shift companies.
• Information system for liberal arts students.
• Records keeping systems for dog licenses.

All of these ideas are going to require the standard structure for a thesis. There are other topics that can be considered and these have to be as original as possible. Advisors rarely approve something that is too general a topic or is not interesting at all. Computer engineering students also have to keep in mind their future career.

The thesis can be thought of as a very strategic tool in the development of a career in computer engineering. A reason to find the most unique topic possible is to develop a niche for oneself. The work involved can gradually turn you into an expert in a given field. It is going to be important not just for future academic work, but computer management and consulting as well. The future career is something and ambitious computer engineering student must always keep in mind. Thinking about the topics and settling on a totally unique concept holds a great deal of potential for short-term and long-term success.

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Home > Charles W. Davidson College of Engineering > Computer Engineering > Master's Theses

Master’s Theses and Graduate Research

Theses/dissertations from 2024 2024.

Common Pattern Generation for the Detection of LOLBin Attacks , Alaa AbuShqeir

Group-Invariant Reinforcement Learning , Fnu Ankur

Automatic Presentation Slide Generation Using LLMs , Tanya Gupta

Deep Learning in AI Medical Imaging for Stroke Diagnosis , James Mario Guzman

Exploring the Design Space of Simulated Robotic Arms with Tactile Stimuli for Object Manipulation Using Reinforcement Learning Methods , Alavi Ahmed Khan

Detecting the Onion Routing Traffic in Real-Time by using Reinforcement Learning , Dazhou Liu

Intrinsic Motivation by the Principles of Non-Linear Dynamical Systems , Phu C. Nguyen

Controllability-Constrained Deep Neural Network Models for Enhanced Control of Dynamical Systems , Suruchi Sharma

Theses/Dissertations from 2023 2023

Accident Prediction on E-Bikes Using Computer Vision , Rohith Puvvala Subramanyam

Blockchain for Online Video Game Integrity , Philip Salire

Theses/Dissertations from 2022 2022

Autonomous Network Defence Using Multi-Agent Reinforcement Learning and Self-Play , Roberto G. Campbell

Unmasking Medical Fake News Using Machine Learning Techniques , Garima Chaphekar

Coordination Protocols for Verifiable Consistency in Distributed Storage Systems , Ashwin Ramaswamy

Autonomous Vehicle Testing Using A Model-Based Approach , Muslim Razi

SparTrans: Transformer Based Protein Discovery , Ryan Y. Shu

Achieving Location Privacy in iOS Platform Using Location Privacy Framework , Anna Systaliuk

SMARTREC - A Smart Conversational Recommendation System Using Semantic Knowledge Graphs , Sudha Vijayakumar

A RISC-V Matrix Multiplier Using Systolic Arrays , Miao Wang

Theses/Dissertations from 2021 2021

Advancements in the Field of Reinforcement Learning , Apoorva Sunil Banubakode

Exploring the Applicability of ML in IOT Applications , Bhakti Subhash Chowkwale

A Deep Learning Method For Comparing Hi-C Data , Sughosh Krishnamurthy

Looking into the Future: Predicting Future Video Frames Using Monocular Depth Estimation and Egomotion , Meera Kumar

Towards Standardizing System Design and Automating Deployment , Prerana Shekhar

Faster Depth Estimation for Situational Awareness on Urban Streets , Sanjana Srinivas

Theses/Dissertations from 2020 2020

Adaptive Learning Technique For Facial Recognition , Rachana Dineshkumar Bumb

A Code Reputation System Using AI and Blockchain Technology , Jeremy Chau

Auto-Landing System for Fixed-Wing Unmanned Aerial Vehicle , Dan Dermer

Influence of Social Circles on User Recommendations , Chaitanya Krishna Kasaraneni

Enhancing Point Cloud Density with Stereo Images , Seung Won Lee

Multimodal Wildfire Surveillance with Autonomous Drones , Tomasz Wojciech Lewicki

An Evaluation Of Generated Lyrics , Junlan Lu

A Study on the Contributions of Domain-Specific Semantics Towards Aspect-Based Sentiment Analysis , Aashay Mokadam

LSTM-enabled Level Curve Tracking in Scalar Fields Using Multiple Mobile Robots , Kunj J. Parikh

Deep Reinforcement Learning based Path-Planning for Multi-Agent Systems in Advection-Diffusion Field Reconstruction Tasks , Deepak Talwar

Theses/Dissertations from 2019 2019

Using Blockchain Technology for The Organ Procurement and Transplant Network , Utsav Jain

Reduction-free Multiplication in GF(2n) Applicable to Modern and Post-quantum Cryptographic Schemes , Samira Carolina Oliva Madrigal

Smart Scheduler Design for Wafer Processing Systems , Deeksha Prakash Kankalale

Faster Multidimensional Data Queries on Infrastructure Monitoring Systems , Yinghua Qin

Combining Blockchain and Swarm Robotics to Deploy Surveillance Missions , Ardalan Razavi

Non-invasive Hyperglycemia Detection using ECG and Deep Learning , Renato Silveira Cordeiro

Effect of Neighborhood Approximation on Downstream Analytics , Saranya Soundar Rajan

Theses/Dissertations from 2018 2018

Big Data Quality Modeling And Validation , Khushali Yashodhar Desai

Social Recommendation Systems , Avni Gulati

Vehicle Tracking Based on Historical Intersection Over Union , Shuai Hua

Machine Learning Methods for Kidney Disease Screening , Rathna Ramesh

Constructing Dynamic Ad-hoc Emergency Networks using Software-Defined Wireless Mesh Networks , Roop Kumar Sriramulu

Theses/Dissertations from 2017 2017

An Experimental Study of Human Body Magnetic Communication , Arvind Allawadi

Unified Software Engineering Reuse: A Methodology for Effective Software Reuse , Charles Allen Flood

Convolutional Neural Network Acceleration on GPU by Exploiting Data Reuse , Sindhuja Gopalakrishnan Elango

Intelligent Threat-Aware Response System in Software-Defined Networks , Kunal Ketan Goswami

Network Traffic Anomaly-Detection Framework Using GPUs , Meera Ramesh

Theses/Dissertations from 2016 2016

Modeling Cloud Computing Threats and Vulnerabilities , Maryam Runiassy

Theses/Dissertations from 2015 2015

Consumer Complaints and Protection: Stable Analysis and Design Patterns , Vishnu Sai Reddy Gangireddy

Face Recognition: An Engineering Approach , Farshad Ghahramani

AEGIS: Validating Execution Behavior of Controller Applications in Software-Defined Networks , Hitesh Maruti Padekar

Theses/Dissertations from 2013 2013

Embedded Cloud System for Ann-Cod Analysis Using UV Spectroscopy , Kaushik Patra

Theses/Dissertations from 2012 2012

Scaling CUDA for Distributed Heterogeneous Processors , Siu Kwan Lam

Towards a secure sotware development lifecycle with SQUARE+R , Kyle Le

Theses/Dissertations from 2011 2011

Design and Optimization of an Active Magnetic Thrust Bearing for Flywheel Energy Storage Systems , Siu Kiong Lam

Integration and Convergence of Mobile and Cloud Computing , Howard Liu

A Framework for Testing as a Service , Iman Sadooghi

Theses/Dissertations from 2010 2010

Establishing Community and Research Trust in Public Health Using Service-Oriented Architecture (SOA) , Juanita Hun Mah

Semantic Hypermedia Framework for Web Applications , David Tien

Theses/Dissertations from 2009 2009

Design and implementation of embedded adaptive controller using ARM processor. , Hoan The Nguyen

Robot assisted herding , Pinky Thakkar

Theses/Dissertations from 2008 2008

A framework for graphical analysis of a home-network router using DTrace , Christopher S. Nelson

Design and implementation of reverse risk assessment software , Igor S. Tilinin

Theses/Dissertations from 2007 2007

Pattern topology for content management system , Mahdī Bāzargān

A mathematical model for retirement planning , Debasish Chakraborty

A security analysis of PPStream , Linan Chang

Unified data mining engine as a system of patterns , Somenath Das

A web service authorization framework using a specification language , Ellora Nayak

Theses/Dissertations from 2006 2006

Integration of biologiccal databases , Azadeh Ahadian

Unified data mining using stable patterns , Pranali Khadpe

A pattern language for service-oriented architecture , Haritha Kilaru

Defending flash worms : contemporary detection schemes and a hierarchical model , Pele Y. Li

A framework for self-configuration , Fadil Mesic

Building systems using patterns : creating knowledge maps , Huascar A. Sanchez

LRET : local reference with early termination for H.264 motion estimation , Sweta Singh

Theses/Dissertations from 2005 2005

An interface-based testing technique for component-based software systems , Brian Bui

The feedback model in peer-to-peer based active e-learning , I-Ching Fong

Requirements engineering for mobile systems , Goksun Ilhan

Design of Bluetooth frequency synthesizer , Shridevi Vijayakumar Jade

Design to handle interruptions in human-computer interaction , Chiao-Yu Lu

Theses/Dissertations from 2004 2004

Mastering universal transaction management system (UTMS) with software patterns , Ram Goverdhana

CMPE : cluster-management & power-efficient protocol for wireless sensor networks , Shen Ben Ho

Design of software components with increased testability , Yi-Tien Lin

Pattern language for performance evaluation , Rohini Pradeep

A mobile database design approach in problem-based learning , Sunita Sharma

Verification and measurement of software component testability , Ming-Chih Shih

A data conversion sub-system for an ionospheric forecast system , Paulus Zegwaard

Theses/Dissertations from 2003 2003

A survey of hardware design verification , Liping Guo

Effect of branch prediction accuracy on constrained SMT configurations , Vinila Rose

Theses/Dissertations from 2002 2002

Migration of legacy DCE systems , Daniel J. Jensen

Theses/Dissertations from 1999 1999

Web-based student assessment internet software for university courses , Kofi Weusi-Puryear

Theses/Dissertations from 1998 1998

Applying systems engineering management to improve undergraduate curriculum , Laura Gay Cohn

Evaluation of the architectural design for digital camera applications , Paul Yang Moua

Characterizing elevation effects of a prolate spheroidal HRTF model , Richard W. Novy

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110 Engineering Research Topics For Engineering Students!

Getting engineering topics for research or presentation is not an easy task. The reason is that the field of engineering is vast. Engineers seek to use scientific principles in the design and building of machines, structures, bridges, tunnels, etc.

Engineering as a discipline has a broad range of specialized fields such as chemical engineering, civil engineering, biomedical engineering, computer engineering, mechanical engineering, software engineering, and lots more! In all, engineering seeks to apply mathematics or science to solving problems.

110 Engineering Topic Ideas in Different Areas

Genetic engineering topics, mechanical engineering research topics, electrical engineering research topics, software engineering research topics, computer engineering research topics, biomedical engineering research topics, civil engineering topics, chemical engineering research topics, controversial engineering topics, aerospace engineering topics, industrial engineering topics, environmental engineering topics for research.

We understand how difficult and tiring it could be to get engineering research topics; hence this article contains a total of 110 interesting engineering topics covering all aspects of engineering. Ready to explore? Let’s begin right away!

Genetic engineering is the direct manipulation of the gene of an organism using biotechnology. Many controversies are surrounding this engineering field because of the fantastic potential feats it could achieve. Here are some genetic engineering topics that encompass essential areas of this field.

• Can the human personality be altered through genetic engineering?
• Genetic engineering: hope for children with intellectual disabilities?
• Genetic engineering: the problems and perspectives.
• Genetic engineering and the possibility of human cloning.
• Genetic Engineering
• The side effects of altering human personality
• Immortalizing humans through genetic engineering
• Addressing human deficiencies through genetic engineering

Mechanical engineering deals with the design and manufacture of physical or automated systems. These systems include power and energy systems, engines, compressors, kinematic chains, robotics, etc. Here are some impressive mechanical engineering topics that double as mechanical engineering thesis topics too.

• A study of the compressed air technology used in cars.
• The design of a motorized automatic wheelchair that can serve as a bed.
• The why and how of designing stronger and lighter automobiles.
• The design of an electronic-assisted hydraulic braking system.
• Basics of Electronics Engineering
• AC and DC motors and operations
• Design and implementation of wind energy
• Power lines and electricity distribution
• Electromagnetic field and its applications
• Generators and electric motors

Electrical engineering is a trendy and well-sought field that deals with the design and manufacture of different electrical and electronic systems. Electrical engineering encompasses power and electronics. The basic principle of digital technology and electricity are all given birth to in this field. From your lighting to computers and phones, everything runs based on electricity. Although finding topics in electrical engineering could be difficult, we have carefully selected four electrical engineering topics to give you a great head start in your research! or write research paper for me

• A study on how temperature affects photovoltaic energy conversion.
• The impact of solar charging stations on the power system.
• Direct current power transmission and multiphase power transmission
• Analysis of the power quality of the micro grid-connected power grid.
• Solar power and inverters
• Alternator and electric magnetic induction
• AC to DC converters
• Operational amplifiers and their circuits.

Software engineering deals with the application of engineering approaches systematically to develop software. This discipline overlaps with computer science and management science and is also a part of overall systems engineering. Here are some software engineering topics for your research!

• The borderline between hardware and software in cloud computing.
• Essential computer languages of the future.
• Latest tendencies in augmented reality and virtual reality.
• How algorithms improve test automation.
• Essentials for designing a functional software
• Software designing and cyber security
• 5 computer languages that will stand the test of time.
• Getting software design right
• Effects of malware on software operation.

Computer engineering integrates essential knowledge from the subfields of computer science, software engineering, and electronic engineering to develop computer hardware and software. Computer engineering applies various concepts to build complex structural models. Besides, we have completed researches in the information technology field and prepare great  it thesis topics for you. Here are some computer engineering topics to help you with your research.

• Biotechnology, medicine, and computer engineering.
• Programs for computer-aided design (cad) of drug models.
• More effective coding and information protection for multinational companies.
• Why we will need greater ram in modern-day computers.
• Analysis and computer-aided structure design
• Pre-stressed concrete structures and variations
• General computer analysis of structures
• Machine foundation and structural design
• Storage and industrial structures.

Biomedical engineering applies principles and design concepts from engineering to medicine and biology for diagnostic or therapeutic healthcare purposes. Here are some suggested biomedical engineering topics to carry out research on!

• A study on how robots are changing health care.
• Can human organs be replaced with implantable biomedical devices?
• The advancement of brain implants.
• The advancement of cell and tissue engineering for organ replacement.
• Is planting human organs in machines safe?
• Is it possible to plant biomedical devices insensitive to human organs?
• How can biomedicine enhance the functioning of the human brain?
• The pros and cons of organ replacement.

Civil engineering deals with the construction, design, and implementation of these designs into the physical space. It is also responsible for the preservation and maintenance of these constructions. Civil engineering spans projects like roads, buildings, bridges, airports, and sewage construction. Here are some civil engineering topics for your research!

• Designing buildings and structures that withstand the impact of seismic waves.
• Active noise control for buildings in very noisy places.
• The intricacies of designing a blast-resistant building.
• A compatible study of the effect of replacing cement with silica fume and fly ash.
• Comparative study on fiber-reinforced concrete and other methods of concrete reinforcement.
• Advanced construction techniques
• Concrete repair and Structural Strengthening
• Advanced earthquake resistant techniques
• Hazardous waste management
• Carbon fiber use in construction
• Structural dynamics and seismic site characterization
• Urban construction and design techniques

Chemical engineering transverses the operation and study of chemical compounds and their production. It also deals with the economic methods involved in converting raw chemicals to usable finished compounds. Chemical engineering applies subjects from various fields such as physics, chemistry, biology, and mathematics. It utilizes technology to carry out large-scale chemical processes. Here are some chemical engineering topics for you!

• Capable wastewater treatment processes and technology.
• Enhanced oil recovery with the aid of microorganisms.
• Designing nanoparticle drug delivery systems for cancer chemotherapy.
• Efficient extraction of hydrogen from the biomass.
• Separation processes and thermodynamics
• Heat, mass, and temperature
• Industrial chemistry
• Water splitting for hydrogen production
• Mining and minerals
• Hydrocarbon processes and compounds
• Microfluidics and Nanofluidics.

Not everyone agrees on the same thing. Here are some engineering ethics topics and controversial engineering topics you can explore.

• Are organic foods better than genetically modified foods?
• Should genetically modified foods be used to solve hunger crises?
• Self-driving cars: pros and cons.
• Is mechanical reproduction ethical?
• If robots and computers take over tasks, what will humans do?
• Are electric cars really worth it?
• Should human genetics be altered?
• Will artificial intelligence replace humans in reality?

Aerospace engineering deals with the design, formation, and maintenance of aircraft, spacecraft, etc. It studies flight safety, fuel consumption, etc. Here are some aerospace engineering topics for you.

• How the design of planes can help them weather the storms more efficiently.
• Current techniques on flight plan optimization.
• Methods of optimizing commercial aircraft trajectory
• Application of artificial intelligence to capacity-demand.
• Desalination of water
• Designing safe planes
• Mapping a new airline route
• Understanding the structural design of planes.

Petroleum engineering encompasses everything hydrocarbon. It is the engineering field related to the activities, methods, processes, and adoptions taken to manufacture hydrocarbons. Hydrocarbon examples include natural gas and crude oil which can be processed to more refined forms to give new petrochemical products.

• The effect of 3d printing on manufacturing processes.
• How to make designs that fit resources and budget constraints.
• The simulation and practice of emergency evacuation.
• Workers ergonomics in industrial design.
• Heat transfer process and material science
• Drilling engineering and well formation
• Material and energy flow computing
• Well log analysis and testing
• Natural gas research and industrial management

Manufacturing engineering is integral for the creation of materials and various tools. It has to do with the design, implementation, construction, and development of all the processes involved in product and material manufacture. Some useful production engineering topics are:

• Harnessing freshwater as a source of energy
• The design and development of carbon index measurement systems.
• Process improvement techniques for the identification and removal of waste in industries.
• An extensive study of biomedical waste management.
• Optimization of transportation cost in raw material management
• Improvement of facility layout using systematic planning
• Facilities planning and design
• Functional analysis and material modeling
• Product design and marketing
• Principles of metal formation and design.

So here we are! 110 engineering research paper topics in all major fields of engineering! Choose the ones you like best and feel free to contact our thesis writers for help. It’s time to save humanity!

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20+ Computer Science Project Ideas for Final Year Engineering Students

For students and hobbyists, we picked out some computer science engineering projects from all over the internet. These are simple and interesting hardware and software development based computer science project Ideas that provide a solution that could come in handy in real-life scenarios and can be easily used in the Final year Projects for CSE students and beginner.

Computer Projects Ideas

1. setting up your own personal home cloud.

In this project, A network access storage (NAS) drive with a home Cloud set-up is constructed with the help of a wireless router. Home cloud has various application such as file storage, media streaming, data backup, data processing, and more.

We have explained the complete step-by-step guide to designing a personalized Home cloud .

2. Teaching a Computer to Recognize Cats

If you are a software developer and looking for Python projects, then you must try this.

This tutorial will provide a high-level introduction to the field of machine learning. To get a sense of how machine learning works, we begin our tutorial with a simple example of how a computer can recognize cats from other animals. Along with this, we provide a Python code for implementing the same.

This python project is available at Teaching a Computer to Recognize Cats .

Also Read : Interesting Software Project Ideas

3. Smart Receptionist With Smart Lock System

In this project, we are developing a security system using a Raspberry Pi that lets you see a visitor while your main office door is locked.

If you are in the middle of a meeting in a conference room and there is a visitor at the door, this system will send a notification to your smartphone with a photo of the visitor as an email. If you approve, you either use your mobile or PC to unlock the front door using a Web browser.

This computer project is available at Smart Receptionist With Smart Lock System .

4. Suspicious Activity Tracking AI Camera

Tracking and detecting suspicious activity is one of the most demanding tasks for many security personnel and systems.

What if a smart camera can detect any suspicious activity and automatically trigger an alarm to call the police, then such criminal acts can be prevented.

Let’s learn the process of training a machine learning (ML) model with datasets of normal and suspicious activities, deploying the model on a Raspberry Pi-based camera, and coding it to trigger alarms when suspicious activities are detected.

The system aims to enhance security by automatically alerting authorities when potential threats are identified.

Check the complete step-by-step guide to make this DIY AI Tracking Camera project .

5. Gesture Language Translator

Communicating with a specially abled person who can’t speak or hear is quite difficult, especially when you don’t know sign language.

So to ease this problem, we built a Gesture Language Translator device that converts sign language into spoken language. This device is based on an ML model that can recognize the different sign language gestures for accurate translation.

This is the very interesting DIY for developers who are looking for web development projects.

Check the complete project details here Gesture Language Translator Computer Science Project .

6. Web-based Application for Automatic Timetable Generation

The manual system of timetable preparation in colleges is very monotonous and time-consuming which results in either the same teachers ending up with more than one class at a time or a number of classes conflicting in the same classroom.

In order to deal with such problems, a mechanized system with a computer-aided timetable generator is designed.

Complete project details and tutorial is available at automatic timetable generation .

7. Emotion-based Music Player – Computer Science Project

In this proposed system the facial expression extracted will generate a playlist automatically thereby reducing the effort and time involved in rendering the process manually.

Testing of the system is done both on user-dependent (dynamic) and user-independent (static) datasets. The in-built camera captures the facial features.

This computer project is available at Emotion-based Music Player .

8. Library Management System in C++

The library management system automates the basic library functions to aid in the day-to-day operations of a library. It supports tasks like the issue, returns the basic functions of searching for a particular book, etc.

It also maintains data about books, teachers, and students’ records that are required during various library operations. The software aims to make the system user-friendly and efficient.

This project is available in the Library Management System in C++ .

9. Distorted Fingerprint Verification System

Fingerprint matching is affected by non-linear distortion introduced in fingerprint impressions during the image acquisition process.

The proposed system operates in three stages: alignment-based fingerprint matching, fuzzy clustering, and classifier framework.

To learn more about this computer project, please visit the Distorted Fingerprint Verification System .

10. Creating A Chat Bot With Recast.AI

Chatbots, both voice-based and others, have been in use for quite a while now.

There are many platforms that enable users to create and deploy bots. Recast.AI (now known as SAP Conversational AI after its acquisition by SAP) is a forerunner among these.

The tutorial covers account creation, intent training, coding, and deployment. It highlights Recast.AI ‘s collaborative features, skills, channel integrations, multilingual support, and analytics for chatbot development and improvement.

We have covered the step-by-step guide to building a DIY Chatbot at home .

11. DIY Student Information System

If you are a computer science student who is looking for Java projects, then you must try this.

This student information system is developed using Java as the Front-end and MS Access Database integration. It has all the object components in Java like buttons, text fields, radio buttons, combo boxes, lists, images, and a checkbox that you can refer to on how to use these components.

This system can add, edit/update, delete, and search for a particular student.

To learn more about this project, you can visit the Student Information System .

12. DIY Examination Grading System

Computation, compilation, and grading of students’ results manually via some general-purpose software (off-shell packages) is time-consuming and prone to errors. These have also been factors contributing to students’ failure. Often delay is another factor.

This project seeks to encourage the use of customized computer packages and software applications which will improve accuracy in students’ results, grading, and academic performances.

This project is discussed here Examination Grading System .

13. Remote Electrocardiogram Monitoring based on the Internet

This is a real-time remote patient monitoring service through the World Wide Web (WWW). It allows physicians to monitor their patients on remote sites using a popular web browser.

This project is available at Remote Electrocardiogram monitoring .

14. Pedestrian Navigation based on 3D Map and Mobile Interaction

Next up on the list of computer engineering project ideas is the pedestrian navigation system. This is based on a 3D map and mobile interaction. Here, pedestrian navigation based on 3D maps describes the technologies required and their use situations.

Secondly, we compare the effectiveness of 2D and 3D maps for navigation by object search experiments under certain conditions. 3D maps with and without texture, display sizes corresponding to a mobile phone and PDA (Personal Digital Assistant).

This computer project is available at Pedestrian Navigation Based on 3D Map .

15. Image Steganography – Hiding Information in Images

This is one of the most interesting projects among final year computer science project topics. This project is developed for hiding information in any image file.

In this computer project, the user will have to run the application, and they will have two options, encrypt and decrypt. If a user selects encrypt, the application selects an image file, information file, and option to save the image file.

If the user selects decrypt, the application gives the screen to select only the image file and asks for the path where the user wants to save the secret file.

This interesting computer science project idea is available at Image Steganography .

16. Training and Placement Cell – Computer Project

The training and placement cell contains all the information about the students. The system stores all the personal information of the students, like their personal details, their aggregate marks, their skill set, and their technical skills that are required in the CV to be sent to a company.

The system is an online application that can be accessed throughout the organization and outside as well with proper login provided.

The complete project details are available here: Training and Placement Cell project .

17. Online Recruitment System – DIY Computer Project

The online Recruitment System will be responsible for automating all the working processes to reduce costs and save time. Recruiters will be able to post their job and their type which will be displayed on the jobseekers’ dashboard based on their job type and profile settings.

Recruiters will be able to search for employees based on qualifications and colleges, get their contact info, view their resumes, profiles, and even much more.

Selected jobseekers will have to go through the recruitment process set by the recruiters such as a basic question round section, written examination using online exam mode, have private chat between recruiters and jobseekers.

Jobseekers can search for jobs on the basis of various categories such as organization, using their skills, location, job type, etc.

This final year project is available on the Online Recruitment system .

18. Java-based Network Intrusion Detection System (IDS)

In this project, we designed and built an Intrusion Detection System (IDS) that implements pre-defined algorithms for identifying attacks over a network. The Java programming language is used to develop the system, and JPCap must be used to provide access to the winPcap.

The packets in the network are captured online. The IDS is designed to provide the basic detection techniques to secure the systems present in the networks that are directly or indirectly connected to the internet.

To learn more about this web technology based project, please go through the Java-Based Network Intrusion Detection System (IDS) .

19. Revenue Recovery System Project

This project benefits the departments with greater transparency, convenience, timeliness, and responsiveness.

This software module generates various reports based on the revenue recovery collection entries. It also gives a graphical representation of the data, and it stores and backs up the data easily unlike usual conventional methods. This software module also provides web-based dissemination.

Learn how to build and program Revenue Recovery system .

20. Secured Mail System Project

To provide security to the organizational data, an organization itself develops its own mailing system and the entire database resides at the organization’s head. The employees of that particular organization must communicate with the admin through this mailing system only.

As the database resides at the organizational head, he/she can check the database and the activities performed by the employees, and whenever an employee leaves the organization, the admin can know the information and the transactions done by him.

To learn more about this project, please visit the Secured Mail System .

21. Facial Expression Recognition System

We recently discovered a robot called SEER, which can copy your facial expressions in real-time. This is called the “ Simulative Emotional Expression System ,” and many companies making robots are trying to do the same thing.

It’s important because it blurs the line between humans and machines, especially for robots that are supposed to be companions for people. However, SEER’s technology can cost a lot of money.

We created a basic, low-cost, and open-source version of this technology so that new engineers in robotics can use it and make their own system.

Step-by-step guide to make this DIY project is available at Open-Source Facial Expression Recognition System .

22. Automatic Certificate Generation Using Python

This project is a complete online project and hence can be used with any configuration system, irrespective of operating system and hardware.

The project is completely scalable and can be used to generate any number of certificates, any number of times. For intermediate to expert Python coders, the project offers a steep learning curve in the form of Python packages and their utilisation.

Simple modifications to code can generate data analysis reports. Interested hobbyists can elaborate the code to create a website for this project using Python code deployment methods.

You can find this project here Automatic Certificate Generation Using Python .

This is the never-ending topic……….

New computer science project ideas always keep coming up, some from you, some from us, and it may help most of the engineering students.

If you have any Computer Science Projects Ideas, we would welcome them in the comment section below. You can share your complete CSE software projects with technical documentation and programs.

Also, some cool DIY Electronics Engineering Projects might be eye-catching for you.

This is very helpful topic as per the interview prospects.

• Electrical Projects Ideas
• Robotics Projects Ideas
• ECE Projects Ideas

This article was first published on 29th April 2017 and was recently updated on August 2023

• Computer Engineering
• software projects

27 COMMENTS

Links to secure mail system and revenue recovery system appear to be dead. Kindly fix the links.

Thank you, we will update the article as soon as possible.

You are most welcome.

Is there any code for emotion based music player. If yes please provide me.

if you found or made it kindly send me too UMAIR AMJAD

Kindly elaborate your issue with the projects.

Give me some idea for Automatic time table generation technique

Which project will be best for beginners who know only C properly and a little bit PYTHON?????

Bar-code image generation library,

Hello there, this title above the link has damaged could you please help me for this?

Thank You John, the article is updated now.

all above project titles are so very good please try to send me the title:medical information system with full documentation and implementation on my Email

all tittle project grate information, thank you

i need codes of emotion music system . please update asap.

I need codes of emotion music system. Please send me as soon as.

Hi Salama, this project is published on another website. You can check the reference website for all the details.

Sir, can you give me some more project ideas which are unique and not very common.

Please check this page: https://www.electronicsforu.com/category/electronics-projects/software-projects-ideas

Hello am James , please may you help me with a IoT Project title

Kindly elaborate your query.

Am in need with any project title but it must be of IoT internet of things

Hi James, you can get top IoT project ideas here .

Any software engineering ideas for a master’s project please?

Pls share some of web security project titles.

Pl refer following links: https://www.electronicsforu.com/technology-trends/part-2-2-ensure-e-mail-security and https://www.electronicsforu.com/electronics-projects/software-projects-ideas/home-automation-and-security-using-iot-devices

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• School of Engineering and Applied Sciences >
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• School of Engineering and Applied Science's first Lightning Talk Competition

School of Engineering and Applied Science's first Lightning Talk Competition

Students from the Department of Civil, Structural and Environmental Engineering and the Computer Science and Engineering Department earn the top three spots in the School of Engineering and Applied Sciences first Lightning Talk Competition.  From left: Grant Iraci, Vidhi Rasik Solanki and Md. Arafat Ali

Photo: Sethu Thakkilapati

By Justin Huang

Published April 2, 2024

In place of the retired annual Graduate Poster Competition, 15 graduate students from the School of Engineering and Applied Sciences gathered on March 8 to compete in the first Lightning Talk Competition. Contestants each presented a two-minute oral presentation accompanied with a singular PowerPoint slide aimed toward communicating their research effectively to a trio of judges.

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The grand prize for the best pitch was the honor of presenting again at the UB Celebration of Student Academic Excellence, as well as gift cards for the top three placements. 

The organization behind the Lightning Talk Competition was headed by Caitlin Hoekstra, director of Career Development and Experiential Learning in the School of Engineering and Applied Sciences. She identified the benefits of switching from posters to pitches; by condensing months of research into two minutes, it showed employers that these students were not only technically capable but could also articulate their work. The event gave students a chance to practice their communication skills and served as a way to bring together the SEAS community. 

“It’s an outlet to hear what others are doing in different disciplines,” Hoekstra says. “These talks spur people to think creatively and share what normally would be foreign, technical information in an accessible format.”

Pitch topics varied, ranging from aerospace parts to algorithmic coding solutions. Despite the subject matter, most contestants faced the same challenge– deciding what to include within the talking time and slide restrictions. 

“Fitting everything into two minutes was a big challenge. [Even when] I excluded the nitty gritty details, I still couldn't finish within the time limit,” says third place finisher and civil engineering PhD student Vidhi Rasik Solanki. 

Despite the challenge, Solanki successfully outlined alternative electrical infrastructure configurations for earthquake simulation testing. The design of the pitch competition pushed her outside her boundaries, and she capitalized on that opportunity. 

“This is my fifth, or nearly sixth, year in my PhD career. Yet, I was nervous because this was one of the first competitions I participated in, [but] I loved it,” says Solanki.

Second place finisher and computer science student Grant Iraci emphasized the practical implications of his research. The presentation explored tracking rates within written software to improve coding for sensors. 

“It’s challenging once you’ve been in the technical weeds for so long, but this is how you become a professional researcher,” Iraci says. 

Iraci’s work centered around improving technology for other computer scientists to use. By utilizing tracking rates in embedded systems, his research helps detect inconsistencies in written software. 

“The driving factor for me was really stressing that we can use tools, theory and math to support the people writing the software and make their job easier,” says Iraci.

While some students engaged in a learning experience, others took the competition as an opportunity to sharpen their existing skills. Environmental and water resources engineering student Md. Arafat Ali took home first place in the Lightning Talk Competition pitching a material to filter carcinogens from water supplies. He was also a finalist last year for UB’s Three Minute Thesis Competition, a similar competition that he attributes his success to. 

Ali took a different approach when it came to his singular PowerPoint slide– rather than trying to fit detailed graphs and diagrams, his presentation consisted of rudimentary clip art collage. His concise pitch and simple graphics made the complex topic of separating the chemical bonds of polyfloral alcohol substances understandable.

“I wanted to express my idea without using chemical jargon or technical wording for people who don’t have this background,” says Ali.