A new algorithm for preemptive FIFO buffer management achieves 1-consistency, η-smoothness, and asymptotic √3-robustness using an output-based prediction error metric and buffer-clearing fallback.
Fleischer, Tracy Kimbrel, Mohammad Mahdian, Baruch Schieber, and Maxim Sviridenko
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Asymptotically Robust Learning-Augmented Algorithms for Preemptive FIFO Buffer Management
A new algorithm for preemptive FIFO buffer management achieves 1-consistency, η-smoothness, and asymptotic √3-robustness using an output-based prediction error metric and buffer-clearing fallback.