Pouya Kousha

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 18

Top Topics

Visualization Tool

Synchronous Communication

Network Monitoring

Graph Embedding

Top Venues

Publications

Chen-Chun Chen, Goutham Kalikrishna Reddy Kuncham, Pouya Kousha, Hari Subramoni, Dhabaleswar K. Panda
Design and Implementation of an IPC-based Collective MPI Library for Intel GPUs. PEARC (2024)
Pouya Kousha, Qinghua Zhou, Hari Subramoni, Dhabaleswar K. Panda
Benchmarking Modern Databases for Storing and Profiling Very Large Scale HPC Communication Data. Bench (2023)
Chen-Chun Chen, Kawthar Shafie Khorassani, Pouya Kousha, Qinghua Zhou, Jinghan Yao, Hari Subramoni, Dhabaleswar K. Panda
MPI-xCCL: A Portable MPI Library over Collective Communication Libraries for Various Accelerators. SC Workshops (2023)
Pouya Kousha, Arpan Jain, Ayyappa Kolli, Matthew Lieber, Mingzhe Han, Nicholas Contini, Hari Subramoni, Dhabaleswar K. Panda
SAI: AI-Enabled Speech Assistant Interface for Science Gateways in HPC. ISC (2023)
Pouya Kousha, Vivekananda Sathu, Matthew Lieber, Hari Subramoni, Dhabaleswar K. Panda
Democratizing HPC Access and Use with Knowledge Graphs. SC Workshops (2023)
Pouya Kousha, Arpan Jain, Ayyappa Kolli, Prasanna Sainath, Hari Subramoni, Aamir Shafi, Dhabaleswar K. Panda
"Hey CAI" - Conversational AI Enabled User Interface for HPC Tools. ISC (2022)
Arpan Jain, Aamir Shafi, Quentin Anthony, Pouya Kousha, Hari Subramoni, Dhabaleswar K. Panda
Hy-Fi: Hybrid Five-Dimensional Parallel DNN Training on High-Performance GPU Clusters. ISC (2022)
Qinghua Zhou, Pouya Kousha, Quentin Anthony, Kawthar Shafie Khorassani, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda
Accelerating MPI All-to-All Communication with Online Compression on Modern GPU Clusters. ISC (2022)
Yuntian He, Saket Gurukar, Pouya Kousha, Hari Subramoni, Dhabaleswar K. Panda, Srinivasan Parthasarathy
DistMILE: A Distributed Multi-Level Framework for Scalable Graph Embedding. HiPC (2021)
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
INAM: Cross-stack Profiling and Analysis of Communication in MPI-based Applications. PEARC (2021)
Q. Zhou, C. Chu, N. S. Kumar, Pouya Kousha, Seyedeh Mahdieh Ghazimirsaeed, Hari Subramoni, Dhabaleswar K. Panda
. IPDPS (2021)
Pouya Kousha, Quentin Anthony, Hari Subramoni, Dhabaleswar K. Panda
Cross-layer Visualization and Profiling of Network and I/O Communication for HPC Clusters. CoRR (2021)
Ching-Hsiang Chu, Pouya Kousha, Ammar Ahmad Awan, Kawthar Shafie Khorassani, Hari Subramoni, Dhabaleswar K. D. K. Panda
NV-group: link-efficient reduction for distributed deep learning on modern dense GPU systems. ICS (2020)
Pouya Kousha, Kamal Raj S. D., Hari Subramoni, Dhabaleswar K. Panda, Heechang Na, Trey Dockendorf, Karen Tomko
Accelerated Real-time Network Monitoring and Profiling at Scale using OSU INAM. PEARC (2020)
Pouya Kousha, Bharath Ramesh, Kaushik Kandadi Suresh, Ching-Hsiang Chu, Arpan Jain, Nick Sarkauskas, Hari Subramoni, Dhabaleswar K. Panda
Designing a Profiling and Visualization Tool for Scalable and In-depth Analysis of High-Performance GPU Clusters. HiPC (2019)
Amit Ruhela, Hari Subramoni, Sourav Chakraborty, Mohammadreza Bayatpour, Pouya Kousha, Dhabaleswar K. Panda
Efficient design for MPI asynchronous progress without dedicated resources. Parallel Comput. 85 (2019)
Mohammadreza Bayatpour, Jahanzeb Maqbool Hashmi, Sourav Chakraborty, Hari Subramoni, Pouya Kousha, Dhabaleswar K. Panda
SALaR: Scalable and Adaptive Designs for Large Message Reduction Collectives. CLUSTER (2018)
Amit Ruhela, Hari Subramoni, Sourav Chakraborty, Mohammadreza Bayatpour, Pouya Kousha, Dhabaleswar K. Panda
Efficient Asynchronous Communication Progress for MPI without Dedicated Resources. EuroMPI (2018)