High Performance Dynamic Communication on Reconfigurable Clusters
Jiayi Sheng, Chen Yang, Tianqi Wang, Martin Herbordt · 2018
FPGA clusters with the FPGAs directly linked through their Multi-Gigabit Transceiver (MGT) ports have a proven advantage over other commodity architectures for communication-bound applications. We find that the standard wormhole routers need some modification to be appropriate for clusters with tightly coupled FPGAs, and create such a router. We generalize this router so that it is parameterized by several parameters including routing algorithm, arbitration policy, virtual channels, and buffers. We have evaluated these designs with respect to a number standard communication patterns and packet sizes. These results enable selection of the appropriate router for any resource budget. Finally, We find that the optimality of the router design varies significantly with workload. We observe that for a 512 FPGA cluster, connected in an 8^3 torus, compared with the router configuration with the best average performance, application-aware router configurations reduce average batch latency by 3%, improve the throughput by 6% on average, and improve area consumption by 50%.