10 citations · 18 across the 6 of their papers we have counts for
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cs.DC2023
Symphony: Optimized DNN Model Serving using Deferred Batch Scheduling
Lequn Chen, Weixin Deng, Anirudh Canumalla +4
Having large batch sizes is one of the most critical aspects of increasing the accelerator efficiency and the performance of DNN model inference. However, existing model serving sy…
cs.NI2023★ 2 cited
Bandwidth Optimal Pipeline Schedule for Collective Communication
Liangyu Zhao, Arvind Krishnamurthy
We present a strongly polynomial-time algorithm to generate bandwidth optimal allgather/reduce-scatter on any network topology, with or without switches. Our algorithm constructs p…
cs.NI2023
TSoR: TCP Socket over RDMA Container Network for Cloud Native Computing
Yulin Sun, Qingming Qu, Chenxingyu Zhao +3
Cloud-native containerized applications constantly seek high-performance and easy-to-operate container network solutions. RDMA network is a potential enabler with higher throughput…