Cache-Based Content Delivery in Opportunistic Mobile Ad Hoc Networks

Yaozhou Ma, M. Kibria, A. Jamalipour
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引用次数: 20

Abstract

Over the last few years, multimedia content sharing through different service providers have gained popularity among the Internet users. The development of wireless mobile devices with enhanced features have further fueled this phenomenon. While such content sharing in Internet is accommodated through an overlay architecture, for infrastructure-less environment such as wireless mobile ad hoc networks (MANETs) experiencing intermittent connectivity, the distribution mechanism is not that straightforward. Arising from inherent MANET limitations such as short radio transmission range, sporadic node densities and constrained power, intermittent connectivity limits the ability of the network to provide successful content delivery. Although some solutions have been proposed in literature, they fail to consider the mobility characteristics of nodes for making decisions regarding the caching of contents for future delivery. Moreover, user-centric service requirements are also not addressed where different subscribers prefer different content profiles. To address this issue, a novel content sharing framework with optimized caching strategy is proposed in this paper. Based on the cached subscription profiles, the framework exploits two decision-making technologies namely analytic hierarchy process (AHP) and grey relational analysis (GRA) to evaluate all possible content requests between two meeting nodes and subsequently request the preferred contents for future encounters. Simulation results validate the improved performance of the proposed distribution framework in comparison to the existing schemes.
机会移动自组织网络中基于缓存的内容传递
在过去几年中,通过不同的服务提供商共享多媒体内容在互联网用户中越来越受欢迎。具有增强功能的无线移动设备的发展进一步推动了这一现象。虽然互联网中的这种内容共享是通过覆盖体系结构进行的,但对于无基础设施的环境,如经历间歇性连接的无线移动自组织网络(manet),分发机制并不是那么简单。由于固有的MANET限制,如无线电传输范围短、节点密度分散和功率受限,间歇性连接限制了网络提供成功内容传输的能力。尽管文献中已经提出了一些解决方案,但它们没有考虑节点的移动性特征,从而无法做出有关内容缓存以供将来交付的决策。此外,在不同的订阅者喜欢不同的内容配置文件时,也没有解决以用户为中心的服务需求。为了解决这一问题,本文提出了一种具有优化缓存策略的内容共享框架。基于缓存的订阅配置文件,该框架利用层次分析法(AHP)和灰色关联分析法(GRA)两种决策技术来评估两个会议节点之间所有可能的内容请求,并随后请求未来相遇的首选内容。仿真结果验证了该分配框架与现有方案的性能改进。
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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