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Novel low-diameter network topologies such as Slim Fly (SF) offer significantcost and power advantages over the established Fat Tree, Clos, or Dragonfly. Tospearhead 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 andcarefully analyze performance. We demonstrate techniques for simple cabling andcabling validation as well as a novel high-performance routing architecture forInfiniBand-based low-diameter topologies. Our real-world benchmarks show SF'sstrong performance for many modern workloads such as deep neural networktraining, graph analytics, or linear algebra kernels. SF outperformsnon-blocking Fat Trees in scalability while offering comparable or betterperformance and lower cost for large network sizes. Our work can facilitatedeploying SF while the associated (open-source) routing architecture is fullyportable and applicable to accelerate any low-diameter interconnect.

A High-Performance Design, Implementation, Deployment, and Evaluation of The Slim Fly Network