任意网络中缓存的统一框架

Yawei Lu, Wei Chen, H. Poor
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引用次数: 1

摘要

主动缓存有望在以内容为中心的网络中提高网络吞吐量并降低传输成本。然而,如何在缓存辅助网络中对数据进行编码仍然是一个有待解决的问题。本文研究了一种两阶段缓存系统,其中用户具有缓冲区,用户请求用概率度量来表征。在内容划分的基础上,提出了一种统一的任意网络缓存框架。从线性空间的角度出发,制定优化问题,得到最优的线性编码关节放置与交付策略。提出了一种低复杂度算法来给出次优LCJPD策略。仿真结果表明,在网络中使用缓存可以显著降低传输成本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Unified Framework for Caching in Arbitrary Networks
Proactive caching holds the promise of improving network throughput and lowering transmission costs in content-centric networks. However, how to encode data in cache-aided networks is still an open problem. In this paper, a two-phase caching system is investigated, in which users are equipped with buffers and user requests are characterized by a probability measure. Based on content division, a unified framework for caching in arbitrary networks is presented. From the perspective of linear space, optimization problems are formulated to obtain the optimal linear coded joint placement and delivery (LCJPD) policy. A low-complexity algorithm is also proposed to give a sub-optimal LCJPD policy. Simulation results demonstrate that caching in networks can significantly reduce the transmission cost.
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