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Haoran Qiu

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Murakkab: Resource-Efficient Agentic Workflow Orchestration in Cloud Platforms20th USENIX Symposium on Operating Systems Design and Implementation (OSDI '26)2026-07-13
Murakkab exposes agentic workflows as a declarative workflow spec and uses an LLM to pick agents then a profile-guided optimizer plus adaptive runtime to pick…
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Power-aware Deep Learning Model Serving with μ-ServeUSENIX ATC 20242024-07-10
microserve is a power-aware model serving system that builds a sensitivity profile per model partition, clusters partitions with similar frequency sensitivity…
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AWARE: Automate Workload Autoscaling with Reinforcement Learning in Production...USENIX ATC '232023-07-10
AWARE is an extensible framework that deploys RL autoscalers on Kubernetes with an OpenAI Gym-like interface, combines offline replay-buffer training with…
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