RDMA Programming Design and Case Studies - For Better Performance Distributed
Lightningat Open Source Summit North America 2018 · on Wednesday, 2018-08-29· at 17:25· West Ballroom A/B·
summary
RDMA applied to MXNet over InfiniBand using ibverbs cuts network latency to about 1/5 of IP-over-IB, but requires more code (about 600 lines vs 300 for TCP/IP). Reworking the parameter‑server path reduces memory copies from four to two (4 copies → 2 copies per push/pull), uses RDMA write only, polling/interrupt tradeoffs, ring buffers and a separate completion thread, and yields a measured 1.5× improvement over the first implementation.
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