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dynamic resource allocation

3 papers

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Co-occurring keywords

automatic scaling (1) streaming dataflow (1) operator scheduling (1) switching cost (34) mixed-integer programming (64) stochastic planning (15) hindsight optimization (3) conservation planning (4) vanishing regret (3) posted price mechanism (3)

Papers

Stateful Posted Pricing with Vanishing Regret via Dynamic Deterministic Markov Decision Processes NIPS 2020
Three steps is all you need: fast, accurate, automatic scaling decisions for distributed streaming dataflows OSDI 2018
Dynamic Resource Allocation for Optimizing Population Diffusion AISTATS 2014