Saeed Rashidi
Georgia Institute of Technology
H-index: 6
North America-United States
Top articles of Saeed Rashidi
Title | Journal | Author(s) | Publication Date |
---|---|---|---|
Efficient distributed inference of deep neural networks via restructuring and pruning | Proceedings of the AAAI Conference on Artificial Intelligence | Afshin Abdi Saeed Rashidi Faramarz Fekri Tushar Krishna | 2023/6/26 |
Chakra: Advancing Performance Benchmarking and Co-design using Standardized Execution Traces | arXiv preprint arXiv:2305.14516 | Srinivas Sridharan Taekyung Heo Louis Feng Zhaodong Wang Matt Bergeron | 2023/5/23 |
Astra-sim2. 0: Modeling hierarchical networks and disaggregated systems for large-model training at scale | William Won Taekyung Heo Saeed Rashidi Srinivas Sridharan Sudarshan Srinivasan | 2023/4/23 | |
Impact of RoCE congestion control policies on distributed training of DNNs | Tarannum Khan Saeed Rashidi Srinivas Sridharan Pallavi Shurpali Aditya Akella | 2022/8/17 | |
Themis: A network bandwidth-aware collective scheduling policy for distributed training of dl models | Saeed Rashidi William Won Sudarshan Srinivasan Srinivas Sridharan Tushar Krishna | 2022/6/18 | |
COMET: A comprehensive cluster design methodology for distributed deep learning training | arXiv preprint arXiv:2211.16648 | Divya Kiran Kadiyala Saeed Rashidi Taekyung Heo Abhimanyu Rajeshkumar Bambhaniya Tushar Krishna | 2022/11/30 |
Exploring multi-dimensional hierarchical network topologies for efficient distributed training of trillion parameter dl models | arXiv preprint arXiv:2109.11762 | William Won Saeed Rashidi Sudarshan Srinivasan Tushar Krishna | 2021/9/24 |
Enabling compute-communication overlap in distributed deep learning training platforms | Saeed Rashidi Matthew Denton Srinivas Sridharan Sudarshan Srinivasan Amoghavarsha Suresh | 2021/6/14 | |
Scalable distributed training of recommendation models: An astra-sim+ ns3 case-study with tcp/ip transport | Saeed Rashidi Pallavi Shurpali Srinivas Sridharan Naader Hassani Dheevatsa Mudigere | 2020/8/19 | |
Astra-sim: Enabling sw/hw co-design exploration for distributed dl training platforms | Saeed Rashidi Srinivas Sridharan Sudarshan Srinivasan Tushar Krishna | 2020/8/23 |