High-Performance Big Data

Conferences & Workshops (5)
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	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]
4	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]
5	SIMD-KV: Accelerating End-to-End Performance in Key-Value Stores with SIMD and RDMA over Emerging CPU Architectures D. Shankar, X. Lu, and DK Panda, 26th IEEE International Conference on High Performance Computing, Data, Analytics and Data Science (HiPC '19), Dec 2019 [Bib - Plain]