NOWLAB :: Publications

Ben Michalowicz

https://btmichalowicz.github.io/

This page lists the publications by Ben Michalowicz

Journals
Conferences &
Workshops

Journals (2)
1	Q. Anthony, B. Michalowicz, J. Hatef, L. Xu, M. Abduljabbar, A. Shafi, H. Subramoni, and DK Panda, Understanding and Characterizing Communication Characteristics for Distributed Transformer Models, IEEE Micro, Jan 2025.
2	T. Tran, B. Ramesh, B. Michalowicz, M. Abduljabbar, H. Subramoni, A. Shafi, and DK Panda, Accelerating Communication with Multi-HCA Aware Collectives in MPI, Concurrency and Computation: Practice and Experience (CCPE), July 2023,

Conferences & Workshops (12)
1	Use of BlueField-SmartNICs in Offloading One-Sided Communication Primitives B. Michalowicz, K. Suresh, H. Subramoni, DK Panda, and S. Poole, ISC HIGH PERFORMANCE 2025, Jun 2025 [Research Poster] [Bib - Plain]
2	Effective and Efficient Offloading Designs for One-Sided Communication to SmartNICs B. Michalowicz, K. Suresh, H. Subramoni, M. Abduljabbar, DK Panda, and S. Poole, 31st IEEE International Conference on High Performance Computing, Data, and Analytics, Dec 2024 [Bib - Plain]
3	Using BlueField-3 SmartNICs to Offload Vector Operations in Krylov Subspace Methods K. Suresh, B. Michalowicz, N. Contini, B. Ramesh, M. Abduljabbar, A. Shafi, H. Subramoni, and DK Panda, 31st IEEE International Conference on High Performance Computing, Data, and Analytics, Dec 2024 [Bib - Plain]
4	Demystifying the Communication Characteristics for Distributed Transformer Models Q. Anthony, B. Michalowicz, J. Hatef, L. Xu, M. Abduljabbar, A. Shafi, H. Subramoni, and DK Panda, IEEE Hot Interconnects Symposium 2024, Aug 2024 [Q. Anthony and B. Michalowicz are co-lead authors] [Bib - Plain]
5	PML-MPI: A Pre-Trained ML Framework for Efficient Collective Algorithm Selection in MPI M. Han, G. Kuncham, B. Michalowicz, R. Vaidya, M. Abduljabbar, A. Shafi, H. Subramoni, and DK Panda, iWAPT '24 (IPDPSW), May 2024 [Bib - Plain]
6	Battle of the BlueFields: An In-Depth Comparison of the BlueField-2 and BlueField-3 SmartNICs B. Michalowicz, K. Suresh, H. Subramoni, DK Panda, and S. Poole, Hot Interconnects 2023, Aug 2023 [Bib - Plain]
7	DPU-Bench: A Micro-Benchmark Suite to Measure Offload Efficiency Of SmartNICs B. Michalowicz, K. Suresh, H. Subramoni, DK Panda, and S. Poole, Practice and Experience in Advanced Research Computing 23, Jul 2023 [Bib - Plain]
8	Enabling Reconfigurable HPC through MPI-based Inter-FPGA Communication N. Contini, B. Ramesh, K. Suresh, T. Tran, B. Michalowicz, M. Abduljabbar, H. Subramoni, and DK Panda, International Conference on Supercomputing 2023, Jun 2023 [Bib - Plain]
9	A Novel Framework for Efficient Offloading of Communication Operations to Bluefield SmartNICs K. Suresh, B. Michalowicz, B. Ramesh, N. Contini, J. Yao, S. Xu, A. Shafi, H. Subramoni, and DK Panda, 37th IEEE International Parallel & Distributed Processing Symposium (IPDPS '23), May 2023 [Bib - Plain]
10	In-Depth Evaluation of a Lower-Level Direct-Verbs API on InfiniBand-based Clusters: Early Experiences B. Michalowicz, K. Suresh, B. Ramesh, A. Shafi, H. Subramoni, M. Abduljabbar, and DK Panda, 25th Workshop on Advances in Parallel and Distributed Computational Models, May 2023 [Held in conjunction with IPDPS 2023] [Bib - Plain]
11	Efficient Personalized and Non-Personalized Alltoall Communication for Modern Multi-HCA GPU-Based Clusters K. Suresh, A. Paniraja Guptha, B. Michalowicz, B. Ramesh, M. Abduljabbar, A. Shafi, H. Subramoni, and DK Panda, 29th IEEE International Conference on High Performance Computing, Data, and Analytics, Dec 2022 [Bib - Plain]
12	Designing Hierarchical Multi-HCA Aware Allgather in MPI T. Tran, B. Michalowicz, B. Ramesh, H. Subramoni, A. Shafi, and DK Panda, Fifteenth International Workshop on Parallel Programming Models and Systems Software for High-End Computing (P2S2), 2022, Aug 2022 [To be held in conjunction with ICPP 2022: The 51st International Conference on Parallel Processing August 29th to Sept 1st, 2022 in Bordeaux, France] [Bib - Plain]