Themis

Author:

Rashidi Saeed1,Won William1,Srinivasan Sudarshan2,Sridharan Srinivas3,Krishna Tushar1

Affiliation:

1. Georgia Institute of Technology

2. Intel, Bangalore, Karnataka, India

3. Meta

Funder

Intel Corporation

Meta

Publisher

ACM

Reference66 articles.

1. 2008. Introduction to InfiniBand™. https://network.nvidia.com/related-docs/whitepapers/IB_Intro_WP_190.pdf. 2008. Introduction to InfiniBand™. https://network.nvidia.com/related-docs/whitepapers/IB_Intro_WP_190.pdf.

2. 2015. MPI: A Message-Passing Interface Standard. https://www.mpi-forum.org/docs/mpi-3.1/mpi31-report.pdf. 2015. MPI: A Message-Passing Interface Standard. https://www.mpi-forum.org/docs/mpi-3.1/mpi31-report.pdf.

3. 2016. Graphcore. https://www.graphcore.ai/. 2016. Graphcore. https://www.graphcore.ai/.

4. 2016. Habana. https://habana.ai. 2016. Habana. https://habana.ai.

5. 2017. NVIDIA Collective Communication Library (NCCL). https://developer.nvidia.com/nccl 2017. NVIDIA Collective Communication Library (NCCL). https://developer.nvidia.com/nccl

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1. Parallel intelligent computing: development and challenges;SCIENTIA SINICA Informationis;2023-08-01

2. ASTRA-sim2.0: Modeling Hierarchical Networks and Disaggregated Systems for Large-model Training at Scale;2023 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS);2023-04

3. Logical/Physical Topology-Aware Collective Communication in Deep Learning Training;2023 IEEE International Symposium on High-Performance Computer Architecture (HPCA);2023-02

4. Impact of RoCE Congestion Control Policies on Distributed Training of DNNs;2022 IEEE Symposium on High-Performance Interconnects (HOTI);2022-08

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