NOWLAB :: Publications

Conferences & Workshops (5)
1	Accelerating MPI AllReduce Communication with Efficient GPU-Based Compression Schemes on Modern GPU Clusters Q. Zhou, B. Ramesh, A. Shafi, M. Abduljabbar, H. Subramoni, and DK Panda, ISC HIGH PERFORMANCE 2024, May 2024 [Bib - Plain]
2	Accelerating Distributed Deep Learning Training with Compression Assisted Allgather and Reduce-Scatter Communication Q. Zhou, Q. Anthony, L. Xu, A. Shafi, M. Abduljabbar, H. Subramoni, and DK Panda, 37th IEEE International Parallel & Distributed Processing Symposium (IPDPS '23), May 2023 [Bib - Plain]
3	Accelerating Broadcast Communication with GPU Compression for Deep Learning Workloads Q. Zhou, Q. Anthony, A. Shafi, H. Subramoni, and DK Panda, 29th IEEE International Conference on High Performance Computing, Data, and Analytics, Dec 2022 [Bib - Plain]
4	Accelerating MPI All-to-All Communication with Online Compression on Modern GPU Clusters Q. Zhou, P. Kousha, Q. Anthony, K. Khorassani, A. Shafi, H. Subramoni, and DK Panda, ISC HIGH PERFORMANCE 2022, May 2022 [Bib - Plain]
5	Designing High-Performance MPI Libraries with On-the-fly Compression for Modern GPU Clusters Q. Zhou, C. Chu, N. Senthil Kumar, P. Kousha, M. Ghazimirsaeed, H. Subramoni, and DK Panda, 35th IEEE International Parallel & Distributed Processing Symposium, May 2021 [Best Paper Finalist] [Bib - Plain]

Ph.D. Disserations (1)
1	Q. Zhou, High Performance Communication Middleware with On-the-fly GPU-based Compression for HPC and Deep Learning Applications, Jul 2024