High-Performance Deep Learning :: 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 (6)
1	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]
2	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]
3	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]
4	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]
5	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]
6	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]