NOWLAB :: Publications

This page lists the publications by Pouya Kousha

Journals
Conferences &
Workshops

Journals (1)
1	A. Ruhela, H. Subramoni, S. Chakraborty, M. Bayatpour, P. Kousha, and DK Panda, Effcient Design for MPI Asynchronous Progress without Dedicated Resources, Parallel Computing - Systems & Applications, Volume 85, July 2019, Pages 13-26, https://doi.org/10.1016/j.parco.2019.03.003,

Conferences & Workshops (19)
1	Design and Implementation of an IPC-based Collective MPI Library for Intel GPUs C. Chen, G. Kuncham, P. Kousha, H. Subramoni, and DK Panda, PRACTICE & EXPERIENCE IN ADVANCED RESEARCH COMPUTING, Jul 2024 [Bib - Plain]
2	Profiling, Storing and Monitoring HPC Communication Data at Scale by OSU INAM P. Kousha, H. Subramoni, DK Panda, M. Tatineni, and P. Mulrooney, ISC HIGH PERFORMANCE 2024, May 2024 [Research Poster] [Bib - Plain]
3	Benchmarking Modern Databases for Storing and Profiling Very Large Scale HPC Communication Data P. Kousha, Q. Zhou, H. Subramoni, and DK Panda, The 15th BenchCouncil International Symposium On Benchmarking, Measuring And Optimizing, Dec 2023 [Bib - Plain]
4	MPI-xCCL: A Portable MPI Library over Collective Communication Libraries for Various Accelerators C. Chen, K. Khorassani, P. Kousha, Q. Zhou, J. Yao, H. Subramoni, and DK Panda, Sixth Annual Workshop on Emerging Parallel and Distributed Runtime Systems and Middleware, Nov 2023 [Bib - Plain]
5	Democratizing HPC Access and Use with Knowledge Graphs P. Kousha, V. Sathu, M. Lieber, H. Subramoni, and DK Panda, D-HPC 2023: The First International Workshop on Democratizing High-Performance Computing, Nov 2023 [Bib - Plain]
6	SAI: AI-Enabled Speech Assistant Interface for Science Gateways in HPC P. Kousha, A. Jain, A. Kolli, M. Lieber, M. Han, N. Contini, H. Subramoni, and DK Panda, ISC HIGH PERFORMANCE 2023, May 2023 [Bib - Plain]
7	Cross-layer Visualization of Network Communication for HPC Clusters P. Kousha, and DK Panda, International Supercomputing Conference 2022, May 2022 [Research Poster] [Bib - Plain]
8	Hy-Fi: Hybrid Five-Dimensional Parallel DNN Training on High-Performance GPU Clusters A. Jain, A. Shafi, Q. Anthony, P. Kousha, H. Subramoni, and DK Panda, ISC HIGH PERFORMANCE 2022, May 2022 [Bib - Plain]
9	"Hey CAI" - Enhancing User Productivity through a Conversational AI Enabled User Interface for HPC Tools P. Kousha, A. Jain, A. Kolli, S. Prasanna, S. Miriyala, H. Subramoni, A. Shafi, and DK Panda, ISC HIGH PERFORMANCE 2022, May 2022 [Bib - Plain]
10	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]
11	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]
12	INAM: Cross-stack Profiling and Analysis of Communication in MPI-based Applications P. Kousha, Kamal Raj Sankarapandian Dayala Ganesh Ram, M. Kedia, H. Subramoni, A. Jain, A. Shafi, DK Panda, Trey Dockendorf, Heechang Na, and K. Tomko, Practice and Experience in Advanced Research Computing 2021, Jul 2021 [Bib - Plain]
13	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]
14	Accelerated Real-time Network Monitoring and Profiling at Scale using OSU INAM P. Kousha, S. D. Kamal Raj, H. Subramoni, DK Panda, H. Na, T. Dockendorf, and K. Tomko, Practice and Experience in Advanced Research Computing 2020, Jul 2020 [Bib - Plain]
15	NV-Group: Link-Efficient Reductions for Distributed Deep Learning on Modern Dense GPU Systems C. Chu, P. Kousha, Ammar Awan, K. Khorassani, H. Subramoni, and DK Panda, The 34th ACM International Conference on Supercomputing (ICS-2020), Jun 2020 [Bib - Plain]
16	OSU INAM: Profiling and Visualization Tool for Scalable and In-Depth Analysis of High-Performance GPU-enabled HPC Clusters P. Kousha, Kamal Raj Sankarapandian Dayala Ganesh Ram, H. Subramoni, and DK Panda, ISC HIGH PERFORMANCE 2020, Jun 2020 [Best Poster Award] [Bib - Plain]
17	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, Dec 2019 [Bib - Plain]
18	Efficient Asynchronous Communication Progress for MPI without Dedicated Resources A. Ruhela, H. Subramoni, S. Chakraborty, M. Bayatpour, P. Kousha, and DK Panda, EuroMPI 2018, Sep 2018 [Bib - Plain]
19	SALaR: Scalable and Adaptive Designs for Large Message Reduction Collectives M. Bayatpour, J. Hashmi, S. Chakraborty, H. Subramoni, P. Kousha, and DK Panda, IEEE Cluster 2018, Sep 2018 [Best Paper Award] [Bib - Plain]