Good computer engineering dissertation topics design, build or measure hardware and the software that runs closest to it. Current themes include RISC-V custom instructions, memory-safe CHERI hardware, open-source chip design, FPGA acceleration and batteryless intermittent computing. This page lists over 150 topics, with research aims for selected ideas.
Computer engineering is one of the fastest-growing fields, combining hardware design, software development, artificial intelligence, networking, and emerging technologies to solve real-world problems.
A well-selected topic not only showcases your technical expertise but also opens opportunities for research in related areas such as cybersecurity, cloud computing, data science, and robotics.
This guide offers a wide range of engaging, up-to-date, and unique computer engineering dissertation topics to inspire your research and help you make a valuable contribution to this industry.
Unique Computer Engineering Dissertation Topics With Research Aims
Topic 1. Development of AI-Driven Predictive Models for Preventing Hardware Failures in Data Centres
Research Aim: This study aims to design AI systems that can detect early signs of hardware failure in data centres. By predicting issues before they happen, it helps avoid downtime, save costs, and improve reliability for companies that depend heavily on uninterrupted computing services.
Topic 2. Analysis of Quantum-Inspired Algorithms for Optimising Large-Scale Network Traffic
Research Aim: The research focuses on creating algorithms inspired by quantum computing principles to manage and optimise internet traffic in huge networks. The goal is to improve speed, reduce delays, and handle complex data flows more efficiently without needing full quantum hardware.
Topic 3. Implementation of Privacy-Preserving Machine Learning for Personal Health Data in Mobile Apps
Research Aim: This research aims to develop machine learning systems that can analyse personal health data on mobile apps without exposing private information. It seeks to give accurate health predictions and advice while ensuring that sensitive user data remains fully secure and confidential.
Topic 4: Porting Embedded C Code to CHERI Capability Hardware: Engineering Effort, Bugs Found and Performance Cost
Research Aim: This study will port an open-source embedded C codebase, such as a sensor driver library or small network stack, to CHERI capability hardware and record the changes needed, the memory-safety bugs exposed and the effect on code size and speed.
Testing will use a CHERI emulator or an FPGA implementation of a CHERI processor.
Topic 5: Custom RISC-V Instructions for Signal Processing: Speed and Area Trade-Offs on an FPGA Soft Core
Research Aim: This research will design custom instructions for a common signal processing kernel, such as a digital filter, add them to an open-source RISC-V core on an FPGA and measure the speed-up against the extra hardware they require.
Results will be compared with an optimised software version of the same kernel.
Topic 6: Batteryless Intermittent Computing: Checkpointing Strategies for Energy-Harvesting Sensor Nodes
Research Aim: This study will compare ways of saving execution state so that batteryless sensor nodes powered by small solar cells or harvested radio energy can resume work after frequent power failures.
Checkpointing approaches will be tested on a low-power microcontroller with non-volatile memory under controlled energy supply patterns.
Topic 7: From RTL to Layout with Open-Source Tools: Power, Performance and Area of a Small Processor Core
Research Aim: This research will take a small open-source processor core through an open-source digital design flow, from register-transfer level code to a physical layout, using publicly available process design kits.
It will report power, performance and area, compare synthesis and placement settings and identify where the open-source flow still needs manual work.
Topic 8: Chip Design Skills in the UK: Gaps Between University Teaching and Semiconductor Industry Needs
Research Aim: This study will compare what UK electronic and computer engineering degrees teach about digital chip design and verification with the skills that semiconductor employers say they need.
It will combine an analysis of module descriptions and job adverts with interviews with engineering managers and early-career engineers.
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Latest Computer Engineering Thesis Topics by Theme
These topics sit where hardware meets software: processor and memory architecture, RISC-V and open-source chip design, FPGA acceleration, embedded and real-time systems, low-power design, reliability and emerging hardware. Most can be completed with simulators, open-source design tools or low-cost development boards.
Computer Architecture and Simulation Topics
- Branch Predictor Design Trade-Offs: Accuracy Versus Storage Budget in a Cycle-Accurate Simulator
- Cache Replacement Policies for Graph Analytics Workloads: A Simulation Study
- Processing-in-Memory for Data-Intensive Workloads: Energy and Speed-Up Estimated by Simulation
- Memory Pooling over Compute Express Link: Latency Penalties and Benefits for Cloud Servers
- Performance and Efficiency Cores in Heterogeneous Processors: Scheduling Policies and Battery Life
- Approximate Computing for Image Processing: Accuracy Versus Energy in Reduced-Precision Arithmetic Units
RISC-V and Open-Source Hardware Topics
- RISC-V Vector Extension Performance: Auto-Vectorising Compilers Versus Hand-Written Kernels
- How Well Do Open-Source RISC-V Cores Pass Architectural Compliance Test Suites?
- Formal Verification Versus Simulation-Based Testing for Finding Bugs in Open-Source Processor Cores
- Chisel Versus SystemVerilog for Hardware Design: Productivity and Quality of the Resulting Circuits
- Hardware Description Code Written by AI Assistants: Functional Correctness and Synthesis Results
- Design for Testability in Open-Source Processor Designs: Scan Chain Coverage and Area Overhead
FPGA and Hardware Acceleration Topics
- High-Level Synthesis Versus Hand-Written RTL for FPGA Accelerators: Development Time and Resource Use
- Partial Reconfiguration on FPGAs: Switching Accelerators at Run Time in Edge Video Pipelines
- Quantised Neural Network Inference on FPGAs Versus Microcontrollers: Latency and Energy per Inference
- FPGA-Based Software-Defined Radio Receivers: Resource Use and Real-Time Performance
- Genome Sequence Alignment on FPGAs: Speed and Energy Compared with Multicore Processors
- Accelerating Database Query Operators on FPGAs: Speed-Ups for Filtering and Joins
Embedded and Real-Time Systems Topics
- Worst-Case Execution Time on Multicore Microcontrollers: Interference from Shared Caches and Buses
- Mixed-Criticality Scheduling in Real-Time Operating Systems: Deadline Misses Under Overload
- MISRA C Compliance and Defect Rates in Embedded Software: Evidence from Open-Source Projects
- Sensor Fusion on Microcontrollers for Drone Attitude Estimation: Filter Accuracy Versus Processing Load
- Automotive Zonal Architectures: Replacing Distributed Control Units with Central Computers
- Hardware Fault Metrics Under ISO 26262: Evaluating a Safety Mechanism for an Automotive Microcontroller
Low-Power and Energy-Aware Design Topics
- Dynamic Voltage and Frequency Scaling on Single-Board Computers: Energy Savings Versus Response Time
- Clock Gating and Power Gating in Embedded Processor Designs: Measured Savings and Wake-Up Penalties
- Near-Threshold Voltage Operation for Wearable Processors: Energy Gains and Reliability Risks
- Thermal Throttling in Smartphones: Sustained Performance Under Gaming and Video Workloads
- Energy Cost of Software Choices on Embedded Linux: Effects of Language and Library Selection
- Low-Power Displays in Wearables: Energy Budgets of E-Paper Compared with OLED Screens
Hardware Reliability and Testing Topics
- Radiation-Induced Soft Errors in Memory: Error Correction Overheads for Small Satellites
- Flash Memory Wear in Embedded Devices: Wear Levelling and Data Retention Over Long Service Lives
- Physically Unclonable Functions on FPGAs: Reliability Across Temperature and Voltage Changes
- Detecting Counterfeit Electronic Components: Low-Cost Testing Methods for Small Manufacturers
- Fault Injection Simulation for Evaluating Error Detection in Safety-Critical Embedded Software
- Silent Data Corruption in Large Server Fleets: Detection Methods and Their Performance Cost
Emerging Computing Hardware Topics
- Chiplet-Based Processor Design: Interconnect Standards and Yield Benefits Modelled for Small Designs
- In-Memory Computing with Resistive RAM: Accuracy Loss from Device Variability in Simulation
- Photonic Interconnects for Data Centre Chips: Energy per Bit Compared with Electrical Links
- Cryogenic Control Electronics for Superconducting Qubits: Design Challenges and Power Limits
- Benchmarking Quantum Computers: How Meaningful Are Single-Number Performance Metrics?
- 3D-Stacked Memory on Processors: Thermal Limits and Bandwidth Gains Modelled in Simulation
List Of Free Computer Engineering Dissertation Topics
- Systematic Review on the Integration of Artificial Intelligence in Edge Computing Systems
- Quantitative Research on Blockchain-Based Security Models for Financial Transactions
- Qualitative Research on User Experience in Virtual Reality Learning Environments
- Analysis of Quantum Computing Algorithms for Cryptographic Applications
- Role of Machine Learning in Predictive Maintenance for Industrial IoT Devices
- Impact of Deep Learning Models on Speech Recognition Accuracy
- Research Study on Low-Power Architecture Designs for Wearable Electronics
- Examination of Biometric Authentication Techniques for Smart Home Security
- Evaluation of 5G Network Performance in High-Density Urban Areas
- Exploration of Neuromorphic Computing for Energy-Efficient Artificial Intelligence
- Design and Implementation of FPGA-Based Image Processing Systems
- Comparative Study on Object Detection Methods in Autonomous Vehicles
- Development of Privacy-Preserving Data Sharing Models Using Federated Learning
- Investigation of Natural Language Processing in Sentiment Analysis for E-Commerce
- Assessment of Cloud-Native Application Deployment Strategies
- Research Study on the Scalability of Microservices in Distributed Computing
- Impact of Containerisation Technologies on Software Deployment Efficiency
- Analysis of Software-Defined Networking in Large-Scale Data Centres
- Role of Reinforcement Learning in Robotic Path Planning
- Study on Edge AI Architectures for Real-Time Video Analytics
- Evaluation of Adaptive Cybersecurity Frameworks Against Zero-Day Attacks
- Investigation into DNA-Based Data Storage Techniques
- Quantitative Research on Energy Harvesting Techniques for Wireless Sensor Networks
- Qualitative Research on Human-Computer Interaction in Brain-Computer Interfaces
- Examination of Distributed Ledger Technologies for Supply Chain Management
- Systematic Review on AI-Driven Intrusion Detection Systems
- Analysis of Speech-to-Text Models for Accessibility Tools
- Impact of Augmented Reality Interfaces on Remote Collaboration
- Development of Intelligent Traffic Management Systems Using IoT and AI
- Evaluation of GPU Acceleration in High-Performance Computing Applications
- Comparative Study of Hybrid Cloud and Multi-Cloud Architectures
- Role of Data Mining in Predictive Healthcare Analytics
- Study on Swarm Intelligence Algorithms for Drone Coordination
- Assessment of Low-Latency Protocols for Real-Time Gaming
- Investigation of Secure Firmware Update Mechanisms for IoT Devices
- Exploration of Self-Healing Networks Using AI Algorithms
- Research Study on Quantum Key Distribution in Cybersecurity
- Analysis of Data Compression Techniques for Multimedia Streaming
- Examination of Autonomous Navigation in Underwater Robotics
- Evaluation of Emotion Recognition Systems Using Computer Vision
- Impact of AI Chatbots on Customer Service Quality
- Comparative Analysis of Load Balancing Techniques in Distributed Systems
- Study on Optical Computing for Ultra-Fast Data Processing
- Investigation into AI-Generated Content Detection Methods
- Role of Digital Twins in Smart City Development
- Assessment of Blockchain Scalability Solutions
- Evaluation of Secure Multi-Party Computation for Data Privacy
- Development of Real -Time Gesture Recognition Systems
- Analysis of Image Super-Resolution Models for Medical Imaging
- Study on Adaptive Learning Algorithms in Intelligent Tutoring Systems
- Impact of Edge–Cloud Collaboration on IoT Data Processing
- Exploration of AI Models for Protein Structure Prediction
- Investigation of Hardware Security Modules in Financial Technology
- Assessment of Wireless Power Transfer Efficiency in Embedded Systems
- Study on Voice Biometrics for Identity Verification
- Evaluation of Virtualisation Overheads in Cloud Infrastructures
- Analysis of Autonomous Drone Delivery Systems
- Impact of 6G Technologies on Future Communication Systems
- Examination of Low-Latency Streaming Protocols for AR/VR
- Comparative Study on File System Performance in SSDs and HDDs
- Research Study on Cybersecurity Risks in Smart Grids
- Role of Artificial Intelligence in Disaster Response Systems
- Assessment of Robotic Process Automation in Software Testing
- Investigation of Emotion-Aware Human–Robot Interaction
- Exploration of AI-Powered Predictive Models for Stock Market Trends
- Analysis of Secure Boot Mechanisms for Embedded Devices
- Study on Blockchain-Enabled Voting Systems
- Evaluation of Smart Contracts in Cross-Border Trade
- Research on Adaptive Antenna Systems for Wireless Communications
- Investigation into Explainable AI Models for Healthcare Diagnostics
- Impact of AI-Driven Personalisation in Online Learning Platforms
- Analysis of Privacy Risks in Facial Recognition Systems
- Development of Cloud-Based Simulation Platforms for Engineering Applications
- Comparative Study on Routing Protocols in Vehicular Ad Hoc Networks
- Assessment of Noise Reduction Algorithms in Speech Processing
- Role of Computational Modelling in Climate Change Predictions
- Study on IoT-Based Predictive Maintenance in Manufacturing
- Evaluation of Secure Data Offloading Techniques in Mobile Edge Computing
- Investigation of High-Precision Indoor Positioning Systems
- Analysis of Bio-Inspired Algorithms for Optimisation Problems
- Exploration of AI Models for Predicting Network Failures
- Research Study on Cyber-Physical Systems in Smart Agriculture
- Impact of Federated Learning on Data Privacy in Mobile Applications
- Examination of Drone Swarm Coordination Using AI
- Comparative Study on Real-Time Object Tracking Algorithms
- Development of Wearable Health Monitoring Systems Using IoT
- Evaluation of Blockchain Interoperability Solutions
- Investigation into AR-Assisted Remote Industrial Maintenance
- Role of AI in Renewable Energy Management Systems
- Analysis of Edge Computing in Autonomous Vehicle Decision-Making
- Study on Quantum Error Correction Techniques
- Assessment of Multi-Modal Biometric Systems for Security Applications
- Examination of Zero-Trust Security Models in Enterprise Networks
- Impact of Cloud Gaming on Network Infrastructure
- Evaluation of Privacy-Enhancing Technologies for Big Data Analytics
- Research Study on AI-Enhanced Cyber Threat Intelligence
- Analysis of Emotion-Aware Virtual Assistants
- Investigation into AI Models for Disease Outbreak Prediction
- Comparative Study on Compiler Optimisation Techniques
- Exploration of Secure Data Synchronisation in Distributed Databases
- Study on Machine Learning Models for Predictive Traffic Flow
- Assessment of Blockchain in Intellectual Property Protection
- Role of AI in Supply Chain Optimisation
- Examination of Wearable EEG Devices for Mental Health Monitoring
- Analysis of Smart Sensor Networks in Environmental Monitoring
- Impact of AI-Driven Automation on Software Development
- Evaluation of Real-Time Video Compression for Live Streaming
- Study on Serverless Architectures in Cloud Computing
- Comparative Analysis of Network Intrusion Detection Systems
- Research Study on Biometric Payment Authentication Methods
- Exploration of AI-Powered Adaptive Learning Platforms
- Assessment of Secure Data Sharing in Healthcare IoT
- Investigation of Blockchain for Transparent Charity Donations
- Analysis of Edge AI for Wildlife Conservation Monitoring
- Role of Machine Vision in Quality Control for Manufacturing
- Study on AI-Assisted Code Generation Tools
- Evaluation of Smart Grid Stability Using AI Models
- Research Study on Robotic Arm Precision in Industrial Automation
- Impact of Natural Language Generation in Automated Reporting
- Examination of AI for Autonomous Underwater Exploration
- Analysis of Cybersecurity Challenges in Remote Work Environments
- Assessment of Digital Forensics in Blockchain-Based Crimes
- Study on Real-Time Anomaly Detection in IoT Networks
- Comparative Study on Speech Synthesis Techniques
- Exploration of AI Models for Personalised Healthcare Recommendations
- Evaluation of Drone-Based Infrastructure Inspection Systems
- Investigation of Cloud Security Challenges in Multi-Tenant Environments
Related Dissertation Topics
This list focuses on computing Engineering. You can also explore these related topic lists:
Frequently Asked Questions
Start from hardware you can use, such as a microcontroller board, an FPGA kit or an open-source simulator, and a measurable aim: faster, smaller, more reliable or lower power.
Then read current conference papers in that area to find an open problem sized for your timescale, and confirm your supervisor can support the tools involved.
Current themes include RISC-V processors and custom instructions, memory-safe hardware such as CHERI, chiplets and new memory technologies, FPGA acceleration, low-power and intermittent computing, real-time embedded systems and hardware reliability.
Many projects combine hardware design with the software that runs closest to it.
Computer science dissertations usually focus on algorithms, software and data. Computer engineering dissertations sit closer to hardware: processor and memory design, embedded systems, FPGAs and the interaction between circuits and software.
Topics on compilers, operating systems or hardware-aware machine learning can suit either degree.
Yes. Cycle-accurate simulators such as gem5, open-source chip design tools with public process design kits, low-cost FPGA boards and microcontroller kits cover most topics on this page.
Emulators also let you test software for new architectures before you have any hardware.
Yes. A BEng project might build and test one design on a development board, while an MEng or MSc dissertation should compare alternatives and quantify trade-offs such as power against performance.
PhD research needs a new technique evaluated across standard benchmarks.
Yes. Complete the free topic form at the end of this page, or on our free dissertation topics page, and a subject specialist will send you a custom topic with an aim and justification.
If you also need a plan, our dissertation topics and outline service starts from £45.
