#Machine-Learning
Learning-Augmented Heuristics: A Different Way to Build Smart Caches
William Nixon
Smart cache eviction algorithms can adapt to workloads, but they often pay for it with complexity, instability, or overhead. Learning-Augmented Heuristics takes a different approach: keep the fast heuristic on the data path, and use learning to configure it at a slower timescale.