Pouya Kousha

According to our database, Pouya Kousha authored at least 17 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

SAI: AI-Enabled Speech Assistant Interface for Science Gateways in HPC.

Pouya Kousha, Arpan Jain, Ayyappa Kolli, Matthew Lieber, Mingzhe Han, Nicholas Contini, Hari Subramoni, Dhabaleswar K. Panda

Proceedings of the High Performance Computing - 38th International Conference, 2023

Democratizing HPC Access and Use with Knowledge Graphs.

Pouya Kousha, Vivekananda Sathu, Matthew Lieber, Hari Subramoni, Dhabaleswar K. Panda

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

MPI-xCCL: A Portable MPI Library over Collective Communication Libraries for Various Accelerators.

Chen-Chun Chen, Kawthar Shafie Khorassani, Pouya Kousha, Qinghua Zhou, Jinghan Yao, Hari Subramoni, Dhabaleswar K. Panda

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Benchmarking Modern Databases for Storing and Profiling Very Large Scale HPC Communication Data.

Pouya Kousha, Qinghua Zhou, Hari Subramoni, Dhabaleswar K. Panda

Proceedings of the Benchmarking, Measuring, and Optimizing, 2023

2022

Accelerating MPI All-to-All Communication with Online Compression on Modern GPU Clusters.

Qinghua Zhou, Pouya Kousha, Quentin Anthony, Kawthar Shafie Khorassani, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda

Proceedings of the High Performance Computing - 37th International Conference, 2022

"Hey CAI" - Conversational AI Enabled User Interface for HPC Tools.

Pouya Kousha, Arpan Jain, Ayyappa Kolli, Prasanna Sainath, Hari Subramoni, Aamir Shafi, Dhabaleswar K. Panda

Proceedings of the High Performance Computing - 37th International Conference, 2022

Hy-Fi: Hybrid Five-Dimensional Parallel DNN Training on High-Performance GPU Clusters.

Arpan Jain, Aamir Shafi, Quentin Anthony, Pouya Kousha, Hari Subramoni, Dhabaleswar K. Panda

Proceedings of the High Performance Computing - 37th International Conference, 2022

2021

Cross-layer Visualization and Profiling of Network and I/O Communication for HPC Clusters.

Pouya Kousha, Quentin Anthony, Hari Subramoni, Dhabaleswar K. Panda

CoRR, 2021

INAM: Cross-stack Profiling and Analysis of Communication in MPI-based Applications.

Pouya Kousha, Kamal Raj Sankarapandian Dayala Ganesh Ram, Mansa Kedia, Hari Subramoni, Arpan Jain, Aamir Shafi, Dhabaleswar K. Panda, Trey Dockendorf, Heechang Na, Karen Tomko

Proceedings of the PEARC '21: Practice and Experience in Advanced Research Computing, 2021

Designing High-Performance MPI Libraries with On-the-fly Compression for Modern GPU Clusters^*.

Q. Zhou, C. Chu, N. S. Kumar, Pouya Kousha, Seyedeh Mahdieh Ghazimirsaeed, Hari Subramoni, Dhabaleswar K. Panda

Proceedings of the 35th IEEE International Parallel and Distributed Processing Symposium, 2021

DistMILE: A Distributed Multi-Level Framework for Scalable Graph Embedding.

Yuntian He, Saket Gurukar, Pouya Kousha, Hari Subramoni, Dhabaleswar K. Panda, Srinivasan Parthasarathy

Proceedings of the 28th IEEE International Conference on High Performance Computing, 2021

2020

Accelerated Real-time Network Monitoring and Profiling at Scale using OSU INAM.

Pouya Kousha, Kamal Raj S. D., Hari Subramoni, Dhabaleswar K. Panda, Heechang Na, Trey Dockendorf, Karen Tomko

Proceedings of the PEARC '20: Practice and Experience in Advanced Research Computing, 2020

NV-group: link-efficient reduction for distributed deep learning on modern dense GPU systems.

Ching-Hsiang Chu, Pouya Kousha, Ammar Ahmad Awan, Kawthar Shafie Khorassani, Hari Subramoni, Dhabaleswar K. D. K. Panda

Proceedings of the ICS '20: 2020 International Conference on Supercomputing, 2020

2019

Efficient design for MPI asynchronous progress without dedicated resources.

Amit Ruhela, Hari Subramoni, Sourav Chakraborty, Mohammadreza Bayatpour, Pouya Kousha, Dhabaleswar K. Panda

Parallel Comput., 2019

Designing a Profiling and Visualization Tool for Scalable and In-depth Analysis of High-Performance GPU Clusters.

Pouya Kousha, Bharath Ramesh, Kaushik Kandadi Suresh, Ching-Hsiang Chu, Arpan Jain, Nick Sarkauskas, Hari Subramoni, Dhabaleswar K. Panda

Proceedings of the 26th IEEE International Conference on High Performance Computing, 2019

2018

Efficient Asynchronous Communication Progress for MPI without Dedicated Resources.

Amit Ruhela, Hari Subramoni, Sourav Chakraborty, Mohammadreza Bayatpour, Pouya Kousha, Dhabaleswar K. Panda

Proceedings of the 25th European MPI Users' Group Meeting, 2018

SALaR: Scalable and Adaptive Designs for Large Message Reduction Collectives.

Mohammadreza Bayatpour, Jahanzeb Maqbool Hashmi, Sourav Chakraborty, Hari Subramoni, Pouya Kousha, Dhabaleswar K. Panda

Proceedings of the IEEE International Conference on Cluster Computing, 2018