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Phantora: Maximizing Code Reuse in Simulation-based Machine Learning...NSDI '262026-05-04
Phantora runs unmodified ML frameworks inside containerized rank emulators and intercepts CUDA/NCCL calls to forward computation and communication events to a…
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NetHint: White-Box Networking for Multi-Tenant Data Centers19th USENIX Symposium on Networked Systems Design and Implementation (NSDI '22)2022-04-04
NetHint exposes three lightweight hints — a hierarchical virtual topology, per-link residual bandwidth and number of competing flows, and a 100 ms update…
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