MVAPICH :: Publications

This page lists the various publications for the conference series: IEEE INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING, DATA, AND ANALYTICS

Conferences &
Workshops

Conferences & Workshops (14)
1	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]
2	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]
3	Design and Implementation of Kernel-based MPI Reduction Operations for Intel GPUs C. Chen, G. Kuncham, H. Subramoni, and DK Panda, 31st IEEE International Conference on High Performance Computing, Data, and Analytics, Dec 2024 [Bib - Plain]
4	Scaling Large Language Model Training on Frontier with Low-Bandwidth Partitioning L. Xu, Q. Anthony, J. Hatef, A. Shafi, H. Subramoni, and DK Panda, 31st IEEE International Conference on High Performance Computing, Data, and Analytics, Dec 2024 [Bib - Plain]
5	HyperSack: Distributed Hyperparameter Optimization for Deep Learning using Resource-Aware Scheduling on Heterogeneous GPU Systems N. Alnaasan, B. Ramesh, J. Yao, A. Shafi, H. Subramoni, and DK Panda, 31st IEEE International Conference on High Performance Computing, Data, and Analytics, Dec 2024 [Bib - Plain]
6	AccDP: Accelerated Data-Parallel Distributed DNN Training for Modern GPU-Based HPC Clusters N. Alnaasan, A. Jain, A. Shafi, H. Subramoni, and DK Panda, 29th IEEE International Conference on High Performance Computing, Data, and Analytics, Dec 2022 [Bib - Plain]
7	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]
8	DistMILE: A Distributed Multi-Level Framework for Scalable Graph Embedding Yuntian He, Saket Gurukar, P. Kousha, H. Subramoni, and Dhabaleswar K. Panda and Srinivasan Parthasarathy, 28th IEEE International Conference on High Performance Computing, Data, Analytics, and Data Science, Dec 2021 [Bib - Plain]
9	Towards Architecture-aware Hierarchical Communication Trees on Modern HPC Systems B. Ramesh, J. Hashmi, S. Xu, A. Shafi, M. Ghazimirsaeed, M. Bayatpour, H. Subramoni, and DK Panda, 28th IEEE International Conference on High Performance Computing, Data, Analytics, and Data Science, Dec 2021 [Best Paper Finalist] [Bib - Plain]
10	Blink: Towards Efficient RDMA-based Communication Coroutines for Parallel Python Applications A. Shafi, J. Hashmi, H. Subramoni, and DK Panda, 27TH IEEE INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING, DATA, AND ANALYTICS, Dec 2020 [Bib - Plain]
11	High-Performance Adaptive MPI Derived Datatype Communication for Modern Multi-GPU Systems C. Chu, J. Hashmi, K. Khorassani, H. Subramoni, and DK Panda, 26th IEEE International Conference on High Performance Computing, Data, Analytics and Data Science (HiPC '19), Dec 2019 [Bib - Plain]
12	Kernel-assisted Communication Engine for MPI on Emerging Manycore Processors J. Hashmi, K. Hamidouche, H. Subramoni, and DK Panda, 24th IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC'17), Dec 2017 [Bib - Plain]
13	Designing Registration Caching Free High-Performance MPI Library with Implicit On-Demand Paging (ODP) of InfiniBand M. Li, X. Lu, H. Subramoni, and DK Panda, 24th IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC'17), Dec 2017 [Bib - Plain]
14	MPI-LiFE: Designing High-Performance Linear Fascicle Evaluation of Brain Connectome with MPI S. Gugnani, X. Lu, F. Pestilli, C.F. Caiafa, and DK Panda, 24th IEEE International Conference on High Performance Computing, Data, and Analytics (HiPC'17), Dec 2017 [Bib - Plain]