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Ying Zhang

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Express Lane to Efficiency and Reliability: Multi-Dimensional Control in Meta’s Express..NSDI '262026-05-04
Meta’s Express Backbone is eight parallel MPLS/segment‑routing planes and grows with AI traffic; the team adds eight planes aware load balancing via Unequal…
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HEDGE: Traffic Engineering with Probabilistic Link CapacitiesNSDI '262026-05-04
Lab experiments and a production cloud trace show that individual wavelengths on the same fiber fail independently enough to make link capacity a discrete…
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Enabling AI Network Cross-Layer Design and Operations with Arcadia...NSDI '262026-05-04
Arcadia is a calibrated, multi‑fidelity discrete‑event simulator that replays production traces to answer counterfactuals about schedulers, transports…
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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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Matryoshka: Realizing Hyperscale Data Center Network Design for the AI EraNSDI '262026-05-04
Matryoshka compiles high-level Thrift network intents into vendor-specific switch configs, modeling topology, hierarchical IP allocation, BGP and routing…
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Enabling Efficient GPU Communication over Multiple NICs with FuseLinkOSDI '252025-07-07
FuseLink remaps GPU-side network buffers to relay traffic over high-speed intra-server fabrics (MVLink/MLink) so idle 400G RDMA NICs act as a merged “super…
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Live Q+A 1Networking @Scale 20242024-09-11
Panel argues that traditional CDNs remain but AI shifts work to compute‑heavy edge nodes with many GPUs and less emphasis on SSD/NVMe caching; operators deploy…
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Netcastle: Network Infrastructure Testing At Scale21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
Netcastle provides CI/CD network testing as a service that automates topology setup, resource checkout, retries and health checks and runs 500K+ tests per day…
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Practical Intent-driven Routing Configuration SynthesisNSDI 20232023-04-17
Aura is a production routing-synthesis system that precomputes and preloads multiple base paths and switches among them via staging and labeling, using BGP…
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TopoOpt: Co-optimizing Network Topology and Parallelization Strategy for Distributed...NSDI 20232023-04-17
TopoOpt co-optimizes computation, communication, and physical network topology to speed distributed DNN training, claiming up to 3.4x faster 99th-percentile…
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LIVE Q&A #4Networking @Scale Summer 20222022-06-01
Panel covers concrete designs and operational numbers: a host-side TSA intercepts connect calls, swaps file descriptors across namespaces using seccomp to…
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Evolvable Network Telemetry at Facebook19th USENIX Symposium on Networked Systems Design and Implementation (NSDI '22)2022-04-04
Production telemetry system PCAT introduces a uniform change cube representation, an intent-based layering that splits intent, data, collection and job models…
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A Social Network Under Social Distancing: Risk-Driven Backbone Management During COVID-19NSDI ’212021-04-12
Facebook describes a production Risk Simulation System (RSS) that runs year-long failure simulations to quantify backbone risk, modeled with non‑exponential…
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