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Ricardo Bianchini

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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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Hyrax: Fail-in-Place Server Operation in Cloud PlatformsOSDI 20232023-07-10
Hyrax lets servers continue hosting VMs with failed but degradable components by disabling faulty parts (using an uncommon rank-bitmask deactivation for DIMMs)…
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Prediction-Based Power Oversubscription in Cloud PlatformsUSENIX ATC '212021-07-14
Claims a 2x increase in safe power oversubscription by combining an ML model in Resource Central (99% accuracy at identifying user‑facing VMs) with enhanced VM…
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Serverless in the Wild: Characterizing and Optimizing the Serverless WorkloadUSENIX ATC '202020-07-15
Two weeks of July 2019 Azure Functions traces show a highly skewed workload: 82% apps <1/min account for only 0.4% of invocations but, if kept always warm…
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