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Project Ideas for Doctor of Philosophy in Computer Engineering

Explore advanced computing architectures and embedded systems through high-impact doctoral research.

🏛 Introduction

The PhD in Computer Engineering at UF trains scholars to push the boundaries in digital systems, computer architecture, embedded computing, cybersecurity, and AI hardware. With interdisciplinary labs and research funding, students explore transformative technologies and publish in top-tier venues. Graduates pursue research-intensive roles in academia, national labs, and industry innovation hubs.

💡 Suggested Project Titles

Thesis on neuromorphic computing architectures for real-time pattern recognition

Design of RISC-V processor extensions for secure embedded applications

Development of FPGA-based low-power edge AI accelerators

Investigation of fault-tolerant system design in aerospace computing environments

Energy-aware hardware scheduling for real-time video analytics pipelines

Thesis on side-channel attack mitigation in cryptographic hardware

Design of a parallel architecture for quantum error correction decoders

Simulation and prototyping of near-memory processing units for AI workloads

Design of microcontroller-based hardware for real-time biomedical signal acquisition

Hardware/software co-design for AR/VR motion tracking devices

Dynamic power optimization in multicore processors using reinforcement learning

Security audit and enhancement of embedded IoT platforms in smart homes

Design of a systolic array accelerator for deep neural networks on FPGA

Development of real-time hardware-based intrusion detection systems

Research on cache coherence in distributed heterogeneous memory systems

Thesis on hardware-software co-optimization in mobile processor SoCs

Implementation of computer vision pipelines on resource-constrained hardware

Design of a cloud-to-edge low-latency video streaming architecture

Evaluation of quantum-dot cellular automata in nanoscale digital logic

Thesis on secure bootloaders and firmware verification protocols in medical devices

University of Florida – PhD in Computer Engineering

Invent secure, powerful computing systems with doctoral research in computer engineering.

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