Caching in mobile HetNets: A throughput-delay trade-off perspective

Trung-Anh Do, Sang-Woon Jeon, Won-Yong Shin
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引用次数: 5

Abstract

We analyze the optimal throughput-delay trade-off in content-centric mobile heterogeneous networks (HetNets), where each node moves according to the random walk mobility model and requests a content object from the library independently at random, according to a Zipf popularity distribution. Instead of allowing access to all content objects at base stations (BSs) via costly backhaul, we consider a more practical scenario where mobile nodes and BSs, each having a finite-size cache space, are able to cache a subset of content objects so that each request is served by other mobile nodes or BSs via multihop transmissions. Under the protocol model, we characterize a fundamental throughput-delay trade-off in terms of scaling laws by introducing our content delivery routing protocol and the corresponding optimal caching allocation strategy.
移动HetNets中的缓存:吞吐量-延迟权衡的视角
我们分析了以内容为中心的移动异构网络(HetNets)中的最优吞吐量-延迟权衡,其中每个节点根据随机行走移动模型移动,并根据Zipf流行度分布随机独立地从库中请求内容对象。我们不允许通过昂贵的回程访问基站(BSs)上的所有内容对象,而是考虑一个更实际的场景,其中移动节点和BSs都具有有限大小的缓存空间,能够缓存内容对象的子集,以便其他移动节点或BSs通过多跳传输为每个请求提供服务。在协议模型下,我们通过引入我们的内容交付路由协议和相应的最佳缓存分配策略,描述了基于扩展定律的基本吞吐量-延迟权衡。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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