Decentralized Coded Caching With Distributed Storage Across Data and Parity Servers

Monolina Dutta;Anoop Thomas;Frank Y. Li
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Abstract

Traditional single server based coded caching may face server saturation and service vulnerability problems. In this letter, we integrate decentralized coded caching with a multi-server architecture comprising both data and parity servers. For file distribution in this network, a method referred to as file stripping is adopted, and a novel file delivery scheme is proposed. Closed-form expressions for the total transmission rate achieved by this scheme are derived, considering all the operational servers along with the worst-case transmission rate amongst these servers. Additionally, a comparative analysis between the proposed scheme and the conventional decentralized coded caching scheme is presented. The simulation results demonstrate the viability of our proposed scheme.
分散式编码缓存,跨数据和奇偶校验服务器分布式存储
传统的基于单服务器的编码缓存可能会面临服务器饱和和服务漏洞问题。在这封信中,我们将分散式编码缓存与由数据服务器和奇偶校验服务器组成的多服务器架构整合在一起。对于该网络中的文件分发,我们采用了一种称为文件剥离的方法,并提出了一种新颖的文件传输方案。考虑到所有运行服务器以及这些服务器之间最坏情况下的传输速率,得出了该方案所实现的总传输速率的闭式表达式。此外,还对所提出的方案和传统的分散编码缓存方案进行了比较分析。模拟结果证明了我们提出的方案是可行的。
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