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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Yizhou Chen

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Open access Jul 2026

Distributionally Robust Multi-Timescale Elastic Compute Scheduling for Tail-Latency Controlled Microservices

Elastic compute platforms must provision enough replicas to absorb bursty arrivals while avoiding persistent over-reservation. This paper develops DR-MPC-Elastic, a distributionally robust multi-timescale controller for microservice autoscaling. The method replaces a fixed safety margin with a data-dependent ambiguity...

Yizhou Chen · 0 citations

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