AI/ML基盤ã®400G DCãƒãƒƒãƒˆãƒ¯ãƒ¼ã‚¯ã‚’構築ã—ãŸè©± - JANOG52 Meeting in NagasakiJANOGプãƒã‚°ãƒ©ãƒ 内田 泰広(æ ªå¼ä¼šç¤¾ã‚µã‚¤ãƒãƒ¼ã‚¨ãƒ¼ã‚¸ã‚§ãƒ³ãƒˆ) å°éšœå 尚太朗(æ ªå¼ä¼šç¤¾ã‚µã‚¤ãƒãƒ¼ã‚¨ãƒ¼ã‚¸ã‚§ãƒ³ãƒˆ) |10:15|10:45 English information here æ¦‚è¦ ã‚µã‚¤ãƒãƒ¼ã‚¨ãƒ¼ã‚¸ã‚§ãƒ³ãƒˆã§ã¯Cycloudã¨ã„ã†ç¤¾å†…å‘ã‘ã®ãƒ—ライベートクラウドを構築・é‹ç”¨ã—ã¦ã„ã¾ã™ã€‚ ML Platformã¨ã—ã¦ç‹¬è‡ªã®æ©Ÿæ¢°å¦ç¿’基盤をæä¾›ã—ã¦ãŠã‚Šã€ä»Šå›žåˆã‚ã¦GPU間を高速接続ã™ã‚‹ãŸã‚ã®ãƒã‚¹ãƒ¬ã‚¹ãƒ»ä½Žé…延ãª400Gインターコãƒã‚¯ãƒˆã‚’構築ã—ã¾ã—ãŸã€‚ 本発表ã§ã¯ã€å›½å†…外ã§äº‹ä¾‹ã®å°‘ãªã„400G DCãƒãƒƒãƒˆãƒ¯ãƒ¼ã‚¯ã‚’å°Žå…¥ã™ã‚‹ã«ã‚ãŸã£ã¦å·¥å¤«ã—ãŸã“ã¨ã¨è‹¦åŠ´ã—ãŸã“ã¨ã‚’共有ã—〠ã“ã‚Œã‹ã‚‰ã®ãƒãƒƒãƒˆãƒ¯ãƒ¼ã‚¯ã¨ã‚³ãƒ³ãƒ”ューティングã«æ±‚ã‚られる技術や課題ãªã©ã«ã¤ã„ã¦è°è«–ã§ãã‚Œã°ã¨æ€ã£ã¦ã„ã¾ã™ã€‚ å ´æ‰€ 2F コンベンションホール 日時 Day3 2023å¹´7月7æ—¥(金) 10:15～10:45(30分) 発表者
https://www.microsoft.com/en-us/research/wp-content/uploads/2016/11/rdma_sigcomm2016.pdf
Accelerating Your Network with Adaptive Routing for NVIDIA Spectrum Ethernet | NVIDIA Technical Blog
RoCE v2 メモ
Dell EMC Isilon, PowerSwitch and NVIDIA DGX-2 Systems for Deep Learning
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Benchmark Tests - NVIDIA GPUDirect RDMA - NVIDIA Networking Docs
http://www.redbooks.ibm.com/redpieces/pdfs/redp5610.pdf
RDMA like RoCE must support cuda10? · Issue #62 · bytedance/byteps
PeerDirect ï¼ GPUDirectã«ã¤ã„ã¦ã®æŒ¯ã‚Šè¿”ã‚Š - ã‚µãƒ¼ãƒ´ã‚¡ãƒ³ãƒ„ã‚¤ãƒ³ã‚¿ãƒ¼ãƒŠã‚·ãƒ§ãƒŠãƒ«æ ªå¼ä¼šç¤¾
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On the Impact of Cluster Configuration on RoCE Application Design
how to Deploy and Run a Horovod framework with Mellanox Network（ROCE and Lossless queue） · Issue #654 · horovod/horovod
RDMA Containers Update
GitHub - k8snetworkplumbingwg/sriov-network-device-plugin: SRIOV network device plugin for Kubernetes
https://www.mellanox.com/related-docs/whitepapers/WP_Kubernetes_Networking.pdf
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HowTo Configure SR-IOV for ConnectX-4/ConnectX-5 with KVM (Ethernet)
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