Sotabase

Career

· Graduate Research Intern, Intel Labs2023–2023
· Graduate Network Research Intern, Nvidia2022–2022
· PhD Student, Singapore-ETH Centre2022–
· PhD Student, ETH Zurich2021–
· Master of Engineering (MEng), Information and Computer Engineering, University of Cambridge2020–2021
· Research Assistant, University of Cambridge2019–2019
· Hardware Software Engineer, Cambridge University Eco Racing2017–2018
· Bachelor's degree, Electrical and Information Sciences, University of Cambridge2017–2020
· Owner, Bona Fide Corp.

Publications (15)

Multi-Head RAG: Solving Multi-Aspect Problems with LLMs
arXiv.org · 2024
27
cited
Understanding Data Movement in Tightly Coupled Heterogeneous Systems: A Case Study with the Grace Hopper Superchip
arXiv.org · 2024
24
cited
Software Resource Disaggregation for HPC with Serverless Computing
IEEE International Parallel and Distributed Processing Symposium · 2024
19
cited
OSMOSIS: Enabling Multi-Tenancy in Datacenter SmartNICs
USENIX Annual Technical Conference · 2023
11
cited
Network-Offloaded Bandwidth-Optimal Broadcast and Allgather for Distributed AI
International Conference for High Performance Computing, Networking, Storage and Analysis · 2024
8
cited
HEAR: Homomorphically Encrypted Allreduce
International Conference for High Performance Computing, Networking, Storage and Analysis · 2023
5
cited
Fortify Your Foundations: Practical Privacy and Security for Foundation Model Deployments In The Cloud
arXiv.org · 2024
4
cited
LLAMP: Assessing Network Latency Tolerance of HPC Applications with Linear Programming
International Conference for High Performance Computing, Networking, Storage and Analysis · 2024
4
cited
Confidential LLM Inference: Performance and Cost Across CPU and GPU TEEs
IEEE International Symposium on Workload Characterization · 2025
3
cited
Benchmarking Filtered Approximate Nearest Neighbor Search Algorithms on Transformer-based Embedding Vectors
arXiv.org · 2025
1
cited
PerfDojo: Automated ML Library Generation for Heterogeneous Architectures
International Conference on Software Composition · 2025
1
cited
Psychologically Enhanced AI Agents
arXiv.org · 2025
1
cited
SDR-RDMA: Software-Defined Reliability Architecture for Planetary Scale RDMA Communication
International Conference on Software Composition · 2025
1
cited
EDAN: Towards Understanding Memory Parallelism and Latency Sensitivity in HPC
International Conference on Supercomputing · 2025
sNVMe-oF: Secure and Efficient Disaggregated Storage
arXiv.org · 2025
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Marcin Chrapek | Researcher Profile | Sotabase | Sotabase