NOWLAB :: Publications

This page lists the publications by Qinghua Zhou

Conferences &
Workshops

Conferences & Workshops (7)
1	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]
2	Designing Efficient Pipelined Communication Schemes using Compression in MPI Libraries B. Ramesh, Q. Zhou, A. Shafi, M. Abduljabbar, H. Subramoni, and DK Panda, 29th IEEE International Conference on High Performance Computing, Data, and Analytics, Dec 2022 [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]
6	A Hierarchical and Load-Aware Design for Large Message Neighborhood Collectives M. Ghazimirsaeed, Q. Zhou, A. Ruhela, M. Bayatpour, H. Subramoni, and DK Panda, SC 2020, Nov 2020 [Bib - Plain]
7	Dynamic Kernel Fusion for Bulk Non-contiguous Data Transfer on GPU Clusters C. Chu, K. Khorassani, Q. Zhou, H. Subramoni, and DK Panda, 22nd IEEE International Conference on Cluster Computing (IEEE Cluster 2020), Sep 2020 [Bib - Plain]