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This is a simulator for access strategies for distributed caching. The simulator considers a user who is equipped by several caches, and receives from them periodical updates about the cached content. The problem and algorithms implemented here are detailed in the paper: I. Cohen, G. Einziger, R. Friedman, and G. Scalosub, “Access Strategies for Network Caching”, IEEE/ACM Transactions on Networking, 29(2), pp. 609-622, 2021.

Python 100.00%
cache-simulation distributed-database distributed-data-parallel bloomfilter indicator

accessstrategies's Introduction

Access Strategies for Network Caching

This project provides simulation tools to test several access strategies for distributed caching in the typical practical case, where the information about the cached content may be stale. In this problem, a user, who is equipped with several caches, receives periodical updates about the cached content; such updates are commonly called indicators. The user has to select which caches to access, to obtain the requested datum at the lowest price and maximum certainty possible. For details about the problem and the algorithms used, please refer to the paper:

[1] I. Cohen, Gil Einziger, R. Friedman, and G. Scalosub, Access Strategies for Network Caching, IEEE Transactions on Networking, Vol. 29(2), 2021, pp.609-622.

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