Abstract: Belady’s algorithm is widely known as an optimal cache replacement policy. It has been the foundation of numerous recent studies on cache replacement policies, and most studies assume this ...

Abstract: Belady's algorithm is optimal but infeasible because it requires knowledge of the future. This paper explains how a cache replacement algorithm can nonetheless learn from Belady's algorithm ...

The tools in this repository allow calculating the optimal caching policy and its hit ratio for request traces where object sizes are variable. More information is available in our Sigmetrics 2018 ...

This paper presents a new approach for caching in CDNs that uses machine learning to approximate the Belady MIN algorithm. To accomplish this complex task, we introduce the Relaxed Belady algorithm, ...

This repository contains a modular C++ implementation of three level cache hierarchy for multi-core processors. It provides a wide range of functionalities such as different choice of replacement ...

This paper presents a new approach for caching in CDNs that uses machine learning to approximate the Belady MIN algorithm. To accomplish this complex task, we introduce the Relaxed Belady algorithm, ...

Caches are at the heart of latency-sensitive systems. In this paper, we identify a growing challenge for the design of latency-minimizing caches called delayed hits. Delayed hits occur at high ...