A High-Performance Design, Implementation, Deployment, and Evaluation of The Slim Fly Network
Nils Blach, Maciej Besta, Daniele De Sensi, Jens Domke, Hussein Harake, Shigang Li, Patrick Iff, Marek Konieczny, Kartik Lakhotia, Ales Kubicek, Marcel Ferrari, Fabrizio Petrini, Torsten Hoefler
摘要
Novel low-diameter network topologies such as Slim Fly (SF) offer significant cost and power advantages over the established Fat Tree, Clos, or Dragonfly. To spearhead the adoption of low-diameter networks, we design, implement, deploy, and evaluate the first real-world SF installation. We focus on deployment, management, and operational aspects of our test cluster with 200 servers and carefully analyze performance. We demonstrate techniques for simple cabling and cabling validation as well as a novel high-performance routing architecture for InfiniBand-based low-diameter topologies. Our real-world benchmarks show SF's strong performance for many modern workloads such as deep neural network training, graph analytics, or linear algebra kernels. SF outperforms non-blocking Fat Trees in scalability while offering comparable or better performance and lower cost for large network sizes. Our work can facilitate deploying SF while the associated (open-source) routing architecture is fully portable and applicable to accelerate any low-diameter interconnect.
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引用它的顶会 Paper3
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- Starfish: A Topology-Routing Co-Design for Small-Scale Data CentersAnchengcheng Zhou, Vipul Harsh, Sangeetha Abdu Jyothi, Maria ApostolakiNSDI 2026
它引用的顶会 Paper10
- Language Models are Few-Shot LearnersTom B. Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah 等NeurIPS 2020 · 被引用 64,255 次
- An in-depth analysis of the slingshot interconnectDaniele De Sensi, Salvatore Di Girolamo, Kim H. McMahon, Duncan Roweth 等SC 2020 · 被引用 122 次
- SISA: Set-Centric Instruction Set Architecture for Graph Mining on Processing-in-Memory SystemsMaciej Besta, Raghavendra Kanakagiri, Grzegorz Kwasniewski, Rachata Ausavarungnirun 等MICRO 2021 · 被引用 78 次
- GraphMineSuite: Enabling High-Performance and Programmable Graph Mining Algorithms with Set AlgebraMaciej Besta, Zur Vonarburg-Shmaria, Yannick Schaffner, Leonardo Schwarz 等VLDB 2021 · 被引用 28 次
- FatPaths: routing in supercomputers and data centers when shortest paths fall shortMaciej Besta, Marcel Schneider, Marek Konieczny, Karolina Cynk 等SC 2020 · 被引用 25 次
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