Data processing clusters dealing with big data are facing extended completion times for jobs because the RDMA feature is not being used efficiently. Our production data from a large cluster, which has many server nodes and is responsible for processing extensive data jobs, reveals that the current use of the RDMA techn...
Xuya Jia, Zhiyi Yao, Chao Peng et al.· IEEE Transactions on Network...· 0 citations
Dorado is a novel design that scales SmartNIC session tables entirely on inexpensive DDR modules and uses three new techniques that extract commodity DDR performance by restructuring session table layout, decomposing processing pipelines to reduce locking, and scheduling memory accesses to minimize stalls.
Heng Yu, Kai Ren, Jiajun Liang et al.· Conference on Applications,...· 0 citations
CubeTrace is presented, a unified, function-level flow tracing system that enables microscopic tracing inside heterogeneous cloud gateways and introduces minimal overhead, consuming less than 1% of memory resources and adding less than 1% to forwarding latency.
Yunming Xiao, Yinchao Yang, Jiaqi Zheng et al.· Conference on Applications,...· 1 citation
This work proposes Turbo, a first-of-its-kind in-network aggregation system that accelerates long-context inference by offloading query broadcast and attention aggregation to switches and introduces a rolling forward scheme that propagates states to enable cross-stage updates.
Ying Wan, Yuchen Xu, Chuwen Zhang et al.· Conference on Applications,...· 0 citations
XFir is the first hardware-accelerated new-flow setup system for cloud host servers that delivers high CPS throughput while preserving sufficient flexibility, and is cost-effective to deploy, requiring only a single DPU per host.
Shihan Lin, Shunqiao Jiang, Liang Wang et al.· Conference on Applications,...· 1 citation
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