NOWLAB :: 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 (19)
1	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]
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	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	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]
5	Effective and 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]
6	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]
7	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]
8	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]
9	Efficient Personalized and Non-Personalized Alltoall Communication for Modern Multi-HCA GPU-Based Clusters K. Suresh, A. Paniraja Guptha, B. Michalowicz, B. Ramesh, M. Abduljabbar, A. Shafi, H. Subramoni, and DK Panda, 29th IEEE International Conference on High Performance Computing, Data, and Analytics, Dec 2022 [Bib - Plain]
10	Large-Message Nonblocking MPI_Iallgather and MPI_Ibcast Offload via BlueField-2 DPU N. Sarkauskas, M. Bayatpour, T. Tran, B. Ramesh, H. Subramoni, and DK Panda, 28th IEEE International Conference on High Performance Computing, Data, Analytics, and Data Science, Dec 2021 [Short Paper] [Bib - Plain]
11	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]
12	Layout aware Hardware assisted Designs for Derived Data Types in MPI K. Suresh, B. Ramesh, C. Chen, M. Ghazimirsaeed, M. Bayatpour, A. Shafi, H. Subramoni, and DK Panda, 28th IEEE International Conference on High Performance Computing, Data, Analytics, and Data Science, Dec 2021 [Bib - Plain]
13	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]
14	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]
15	Designing a Profiling and Visualization Tool for Scalable and In-Depth Analysis of High-Performance GPU Clusters P. Kousha, B. Ramesh, K. Suresh, C. Chu, A. Jain, N. Sarkauskas, H. Subramoni, and DK Panda, 26th IEEE International Conference on High Performance Computing, Data, Analytics and Data Science (HiPC '19), Dec 2019 [Bib - Plain]
16	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]
17	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]
18	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]
19	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]