~/talks

Wei Zhang

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titleconferencedate
JITServe: SLO-aware LLM Serving with Imprecise Request InformationNSDI '262026-05-04
JITServe is an LLM-serving system that schedules with noisy length and dependency estimates, refines them online with quantile regression forests and…
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From Adoption to Innovation: LinkedIn’s SPIRE JourneyOpen Source SecurityCon North America 20252025-11-10
LinkedIn runs SPIRE to issue X.509 identities for hundreds of thousands of hosts and workloads, deploying regional SPIRE clusters that support 50k nodes per…
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AnchorNet: Bridging Live and Collaborative Streaming with a Unified ArchitectureUSENIX ATC '252025-07-07
AnchorNet implements a unified stream path with the RTC SFU as the single CDN publisher and server-side mixing, solving mode switches between single-host and…
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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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AdaEmbed: Adaptive Embedding for Large-Scale Recommendation ModelsOSDI 20232023-07-10
AdaEmbed is a system that performs in-training embedding pruning for DLRMs, ranking billions of embedding rows by runtime access frequency and a moving average…
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PilotFish: Harvesting Free Cycles of Cloud Gaming with Deep Learning TrainingUSENIX ATC '222022-07-11
PilotFish co-locates deep learning training with cloud gaming, hooks DirectX/OpenGL to capture idle GPU periods in sub-millisecond granularity, and schedules…
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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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EdgeBalance: Model-Based Load Balancing for Network Edge Data Planes3rd USENIX Workshop on Hot Topics in Edge Computing (HotEdge '20)2020-06-25
EdgeBalance is a model-based load balancer that predicts per-server CPU from packet-level features and uses a PID controller to adjust dispatch weights, aiming…
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Serverless Kubernetes: Container in Cloud Native WayKubeCon + CloudNativeCon China 20182018-11-13
Serverless Kubernetes at Alibaba Cloud delivers a Kubernetes-native API with ECI / virtual node elasticity, a pay-per-pod billing model instead of node-hour…
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