HEAR: Homomorphically Encrypted Allreduce. - Marcin Chrapek; Mikhail Khalilov; Torsten Hoefler (SC, 2023)

Software Resource Disaggregation for HPC with Serverless Computing. - Marcin Copik; Marcin Chrapek; Larissa Schmid; Alexandru Calotoiu; Torsten Hoefler (IPDPS, 2024)

Network-Offloaded Bandwidth-Optimal Broadcast and Allgather for Distributed AI. - Mikhail Khalilov; Salvatore Di Girolamo; Marcin Chrapek; Rami Nudelman; Gil Bloch; Torsten Hoefler (SC, 2024)

LLAMP: Assessing Network Latency Tolerance of HPC Applications with Linear Programming. - Siyuan Shen; Langwen Huang; Marcin Chrapek; Timo Schneider; Jai Dayal; Manisha Gajbe; Robert W. Wisniewski; Torsten Hoefler (SC, 2024)

OSMOSIS: Enabling Multi-Tenancy in Datacenter SmartNICs. - Mikhail Khalilov; Marcin Chrapek; Siyuan Shen; Alessandro Vezzu; Thomas Benz; Salvatore Di Girolamo; Timo Schneider; Daniele De Sensi; Luca Benini; Torsten Hoefler (USENIX ATC, 2024)

Multi-Head RAG: Solving Multi-Aspect Problems with LLMs. - Maciej Besta; Ales Kubicek; Roman Niggli; Robert Gerstenberger; Lucas Weitzendorf; Mingyuan Chi; Patrick Iff; Joanna Gajda; Piotr Nyczyk; Jürgen Müller; Hubert Niewiadomski; Marcin Chrapek; et al. (CoRR, 2024)

Understanding Data Movement in Tightly Coupled Heterogeneous Systems: A Case Study with the Grace Hopper Superchip. - Luigi Fusco; Mikhail Khalilov; Marcin Chrapek; Giridhar Chukkapalli; Thomas C. Schulthess; Torsten Hoefler (CoRR, 2024)

Fortify Your Foundations: Practical Privacy and Security for Foundation Model Deployments In The Cloud. - Marcin Chrapek; Anjo Vahldiek-Oberwagner; Marcin Spoczynski; Scott Constable; Mona Vij; Torsten Hoefler (CoRR, 2024)

SDR-RDMA: Software-Defined Reliability Architecture for Planetary Scale RDMA Communication. - Mikhail Khalilov; Siyuan Shen; Marcin Chrapek; Tiancheng Chen; Kenji Nakano; Peter-Jan Gootzen; Salvatore Di Girolamo; Rami Nudelman; Gil Bloch; Sreevatsa Anantharamu; Mahmoud Elhaddad; Jithin Jose; et al. (CoRR, 2025)

Benchmarking Filtered Approximate Nearest Neighbor Search Algorithms on Transformer-based Embedding Vectors. - Patrick Iff; Paul Bruegger; Marcin Chrapek; Maciej Besta; Torsten Hoefler (CoRR, 2025)