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Hao Wang

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titleconferencedate
Towards Optimal Rack-scale μs-level CPU Scheduling through In-Network Workload...USENIX ATC '252025-07-07
Pallas partitions rack traffic at the ToR so each shard has homogeneous CPU demand, uses a P4-programmed ToR switch for classification and per-group JSQ-style…
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Type-Constrained Code Generation with Language ModelsPLDI 20252025-06-16
Introduces a type-constrained decoding method that integrates an incremental type checker into token-level LLM decoding using prefix automata plus a search…
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Accelerating Neural Recommendation Training with Embedding Scheduling21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
A runtime embedding scheduler called Herald decides where embeddings are trained and which to sync, using an adaptive location-aware inputs allocator and an…
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SMUFF: Towards Line Rate Wi-Fi Direct Transport with Orchestrated On-device Buffer...21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
SMUFF implements orchestrated on-device buffer management that monitors every buffer on the sender–receiver path and dynamically backlogs just enough data in…
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Towards Domain-Specific Network Transport for Distributed DNN Training21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
MLT is a domain-specific transport for distributed DNN training that implements a 3-step progressive scheme: (1) per-packet load balancing across multiple…
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AI Observability At Meta ScaleSystems @Scale Summer 20232023-07-18
Scalable observability infrastructure at Meta collects host and GPU metrics across 21 data centers using daemons like dynalog and fleet profilers such as…
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BodyCompass: Monitoring Sleep Posture with Wireless SignalsUbiComp / ISWC 20202020-09-12
A wall-mounted low-power RF device emits signals, isolates RF reflections filtered by breathing to separate body echoes from static multipath, and feeds them…
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Monoxide: Scale out Blockchains with Asynchronous Consensus ZonesNSDI 20192019-02-26
Proposes Asynchronous Consensus Zones that run many independent single‑chain zones to partition state and traffic and claims linear scaling: a testbed of 1,200…
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