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Xiangfeng Zhu

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High-level Programming for Application NetworksNSDI '252025-04-28
AppNet is a framework that compiles high-level generalized match-action programs for RPC processing into platform-specific code (RPC library, colocated proxy…
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Lightning Talk: Dissecting Service Mesh OverheadsIstio Day North America 20232023-11-06
MeshInsight analyzes Istio sidecar overheads by decomposing per-request work into independent components (syscalls, parsing, proxy processing, IPC), builds…
Lightning on
Oort: Efficient Federated Learning via Guided Participant Selection15th USENIX Symposium on Operating Systems Design and Implementation (OSDI '21)2021-07-14
Oort is a participant-selection framework that selects clients by a combined loss-over-duration utility score, using exploration/exploitation and uncertainty…
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Sol: Fast Distributed Computation Over Slow NetworksNSDI 20202020-02-25
Sol is a federated execution engine that pushes tasks to site managers to hide hundreds-of-milliseconds control latency and decouples communication from…
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