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Chunqiang Tang

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Optimizing Resource Allocation in Hyperscale Datacenters: Scalability, Usability, and...18th USENIX Symposium on Operating Systems Design and Implementation (OSDI '24)2024-07-10
Meta builds Rebalancer, a reusable resource‑allocation framework with a high‑level spec language of 28 specs that translates rules into a compact expression…
Talk
ServiceLab: Preventing Tiny Performance Regressions at Hyperscale through...18th USENIX Symposium on Operating Systems Design and Implementation (OSDI '24)2024-07-10
ServiceLab is a pre-production A/B performance platform that replays sampled RPCs across on-demand heterogeneous machines to catch tiny regressions before…
Talk on
MAST: Global Scheduling of ML Training across Geo-Distributed Datacenters at Hyperscale18th USENIX Symposium on Operating Systems Design and Implementation (OSDI '24)2024-07-10
MAST is a global scheduler that automatically places ML input tables and training across Meta regions, modeling table placement as a mixed-integer optimization…
Talk on
MobileConfig: Remote Configuration Management for Mobile Apps at Hyperscale21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
MobileConfig runs a cross-platform client and a single server evaluation engine that manages configs for billions of devices since 2015, handling apps with…
Talk on
Conveyor: One-Tool-Fits-All Continuous Software DeploymentOSDI 20232023-07-10
Conveyor runs one deployment system across 30,000+ pipelines and ~400,000 deployments per week to millions of hosts, raising fully automated adoption from 12%…
Talk on
Global Capacity Management With FluxOSDI 20232023-07-10
Flux automates regional capacity allocation using RPC tracing to build per-service capacity models, then runs a joint capacity and traffic solver that…
Talk on
ServiceRouter: Hyperscale and Minimal Cost Service MeshOSDI 20232023-07-10
ServiceRouter runs Meta’s global service mesh with millions of L7 routers and routes tens of billions of RPCs per second while keeping the main data plane…
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