Nv-group: link-efficient reduction for distributed deep learning on modern dense gpu systems CH Chu, P Kousha, AA Awan, KS Khorassani, H Subramoni, DK Panda Proceedings of the 34th ACM International Conference on Supercomputing, 1-12, 2020 | 39 | 2020 |
Salar: Scalable and adaptive designs for large message reduction collectives M Bayatpour, JM Hashmi, S Chakraborty, H Subramoni, P Kousha, ... 2018 IEEE International Conference on Cluster Computing (CLUSTER), 12-23, 2018 | 29 | 2018 |
Designing high-performance mpi libraries with on-the-fly compression for modern gpu clusters Q Zhou, C Chu, NS Kumar, P Kousha, SM Ghazimirsaeed, H Subramoni, ... 2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2021 | 24 | 2021 |
Efficient asynchronous communication progress for MPI without dedicated resources A Ruhela, H Subramoni, S Chakraborty, M Bayatpour, P Kousha, ... Proceedings of the 25th European MPI Users' Group Meeting, 1-11, 2018 | 24 | 2018 |
Designing a profiling and visualization tool for scalable and in-depth analysis of high-performance GPU clusters P Kousha, B Ramesh, KK Suresh, CH Chu, A Jain, N Sarkauskas, ... 2019 IEEE 26th International Conference on High Performance Computing, Data …, 2019 | 19 | 2019 |
Efficient design for MPI asynchronous progress without dedicated resources A Ruhela, H Subramoni, S Chakraborty, M Bayatpour, P Kousha, ... Parallel Computing 85, 13-26, 2019 | 12 | 2019 |
Accelerating mpi all-to-all communication with online compression on modern gpu clusters Q Zhou, P Kousha, Q Anthony, K Shafie Khorassani, A Shafi, ... International Conference on High Performance Computing, 3-25, 2022 | 11 | 2022 |
Distmile: a distributed multi-level framework for scalable graph embedding Y He, S Gurukar, P Kousha, H Subramoni, DK Panda, S Parthasarathy 2021 IEEE 28th International Conference on High Performance Computing, Data …, 2021 | 9 | 2021 |
Accelerated real-time network monitoring and profiling at scale using OSU INAM P Kousha, KR SD, H Subramoni, DK Panda, H Na, T Dockendorf, ... Practice and Experience in Advanced Research Computing, 215-223, 2020 | 9 | 2020 |
INAM: cross-stack profiling and analysis of communication in MPI-based applications P Kousha, KR Sankarapandian Dayala Ganesh Ram, M Kedia, ... Practice and Experience in Advanced Research Computing, 1-11, 2021 | 8 | 2021 |
Hy-Fi: Hybrid Five-Dimensional Parallel DNN Training on High-Performance GPU Clusters A Jain, A Shafi, Q Anthony, P Kousha, H Subramoni, DK Panda International Conference on High Performance Computing, 109-130, 2022 | 3 | 2022 |
“Hey CAI”-Conversational AI Enabled User Interface for HPC Tools P Kousha, A Jain, A Kolli, P Sainath, H Subramoni, A Shafi, DK Panda International Conference on High Performance Computing, 87-108, 2022 | 2 | 2022 |
Visualize and Analyze your Network Activities using OSU INAM H Subramoni, P Kousha, K Ganesh, DK Panda OpenFabrics Alliance Workshop 2020, 2020 | 2 | 2020 |
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, ... International Conference on High Performance Computing, 402-424, 2023 | 1 | 2023 |
Cross-layer visualization and profiling of network and i/o communication for hpc clusters P Kousha, Q Anthony, H Subramoni, DK Panda arXiv preprint arXiv:2109.08329, 2021 | 1 | 2021 |
Benchmarking Modern Databases for Storing and Profiling Very Large Scale HPC Communication Data P Kousha, Q Zhou, H Subramoni, DK Panda International Symposium on Benchmarking, Measuring and Optimization, 104-119, 2023 | | 2023 |
Democratizing HPC Access and Use with Knowledge Graphs P Kousha, V Sathu, M Lieber, H Subramoni, DK Panda Proceedings of the SC'23 Workshops of The International Conference on High …, 2023 | | 2023 |
MPI-xCCL: A Portable MPI Library over Collective Communication Libraries for Various Accelerators CC Chen, K Shafie Khorassani, P Kousha, Q Zhou, J Yao, H Subramoni, ... Proceedings of the SC'23 Workshops of The International Conference on High …, 2023 | | 2023 |
Check for updates 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, ... High Performance Computing: 38th International Conference, ISC High …, 2023 | | 2023 |
Correction to: “Hey CAI” - Conversational AI Enabled User Interface for HPC Tools P Kousha, A Jain, A Kolli, S Miriyala, P Sainath, H Subramoni, A Shafi, ... International Conference on High Performance Computing, C1-C1, 2022 | | 2022 |