Learning-Augmented Dynamic Power Management with Multiple States via New Ski Rental Bounds

Neural Information Processing Systems 

We develop a learning-augmented online algorithm that makes decisions based on (potentially inaccurate) predicted lengths of the idle periods. The algorithm's performance is near-optimal when predictions are accurate and

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