Master's and Bachelor's Theses
The Systems Group has a variety of projects available, as possible topics for a Masters Thesis, a Semester Projects, or as labs for bachelors or masters students.
Proposals
- protected page Distributed Graph Neural Network Acceleration on FPGAs for Particle Classification at CERN [MT] (PDF, 255 KB)
- protected page Accelerating quantised transformers on FPGAs [SP / MT] (PDF, 193 KB)
- protected page Colocation of Inference on FPGA [SP / MT] (PDF, 88 KB)
- protected page Efficient Compression of LLM on FPGA [SP / MT] (PDF, 76 KB)
- protected page Quantized Vision Transformers on FPGA for Image Feature Extractions [SP / MT] (PDF, 78 KB)
- protected page Understanding ML Compilers: A Benchmark on Heterogeneous Hardware [SP / MT] (PDF, 119 KB)
- protected page Differential Private Data and Query Set Generation for Benchmarking (PDF, 85 KB)
- protected page Optimizing Compound AI Systems [MT/Semester Project] (PDF, 112 KB)
- protected page Hardware-accelerated Database Operators as a Service [MT] (PDF, 199 KB)
- protected page Exploration and Evaluation of a Nvidia BlueField DPU [MT] (PDF, 311 KB)
There are several thesis projects available within the Enzian and Sockeye projects:
- protected page A Coyote-like shell for Cache-Coherent Hybrid Systems (PDF, 141 KB)
- protected page Implementing Dynamic Declarative Power Sequencing (PDF, 132 KB)
- protected page Integrating ECI and TileLink (PDF, 65 KB)
- protected page Message Tracking for Persistence on Enzian (PDF, 121 KB)
- protected page Sockeye models for the CHERI hardware capability architecture (PDF, 128 KB)
Contact Timothy Roscoe () if you are interested in any of them.
Contact Michal Friedman () with your CV and transcript of records if you are interested in any of them.