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Reverie: Low Pass Filter-Based Switch Buffer Sharing for Datacenters with RDMA and TCP...21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
Reverie replaces the vendor Sonic model with a single shared pool, accounting each packet once and consolidating ingress and egress views to avoid…
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Towards Domain-Specific Network Transport for Distributed DNN Training21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
MLT is a domain-specific transport for distributed DNN training that implements a 3-step progressive scheme: (1) per-packet load balancing across multiple…
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Understanding RDMA Microarchitecture Resources for Performance IsolationNSDI 20232023-04-17
Presents a model tying RDMA verbs to RNIC internal resources using hardware counters, then builds the Husky test suite that creates verb pairs to target…
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Empowering Azure Storage with RDMANSDI 20232023-04-17
Azure replaces TCP with RoCEv2-based RDMA at regional scale, moving roughly 70% of traffic to RDMA and handling exabytes per day over 100+ Gbps links up to…
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Accelerating Rule-matching Systems with Learned RankersUSENIX ATC '192019-07-10
A learned ranker classifies which regex rules to try first, implemented as a neural model trained with generated and logged inputs and evaluated on PCRE…
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