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Z. Morley Mao

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RLBoost: Harvesting Preemptible Cloud Resources for Cost-Efficient Reinforcement LearningNSDI '262026-05-04
RLBoost harvests preemptible GPUs (cloud spot instances and spare cluster capacity) to run rollouts while keeping training on reserved full‑mesh GPUs, claiming…
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WIP: Hijacking Attacks on UAV Follow-Me Systems in Realistic ScenariosVehicleSec '252025-08-11
A gray‑box attack pipeline runs real‑time 3D detection + gradient optimization on a high‑fidelity simulator geo with an open‑source autopilot (PX4) to project…
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Roaming Free in the VR World with MP2USENIX ATC '252025-07-07
A user-space centralized overlay called MP2 coordinates per-headset two Wi‑Fi interfaces via a centralized controller that collects RSSI and frame-size stats…
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Learnings from Deploying Network QoS Alignment to Application Priorities for Storage...NSDI '252025-04-28
Deploys an RPC-level mapping from application priorities to DSCP/WFQ classes (Aquidus) across storage traffic, performed via per-customer, per-region canaries…
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Vulcan: Automatic Query Planning for Live ML Analytics21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
Vulcan automatically generates full query plans for live ML analytics by building pipelines, deciding filter order, and jointly optimizing operator placement…
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