基于稳定匹配的车载网络内容复制方案

Xiaolan Tang, Donghui Hong, Wenlong Chen
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引用次数: 3

摘要

目前车载网络内容复制的研究主要是利用移动车载节点来承载内容,而车载节点的高移动性、有限的资源和安全风险阻碍了性能的提升。在本文中,我们提出了一种使用稳定匹配的内容复制方案,即RSM,其中路边单元扮演内容载体的角色。为了从访问比率和访问延迟方面有效求解,将原始内容复制问题表述为二部图的稳定匹配问题,其左顶点代表内容,右顶点代表路边单元的存储单元。给定每个内容基于其响应配额的优先级排序和每个存储单元基于其遇到的延迟配额的优先级排序,通过Gale-Shapley算法和稳定改进周期算法在多项式时间内解决弱顺序稳定匹配问题。此外,设计了一种多副本预处理算法,将具有多个副本的内容替换为多个新内容,从而克服了稳定匹配中可能存在的一对多映射。实验表明,RSM方案具有较高的访问率和较小的存储成本,并且具有可接受的访问延迟。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Content Replication Scheme Using Stable Matching in Vehicular Networks
Present researches on content replication in vehicular networks mainly utilize the mobile vehicular nodes to carry contents, while the high mobility, the limited resources and the security risks of vehicular nodes prohibit the performance enhancements. In this paper, we propose a content replication scheme using stable matching, namely RSM, in which the roadside units take the role of content carriers. For an efficient solution in terms of the access ratio and the access delay, the original content replication problem is formulated as a stable matching problem of bipartite graph, whose left vertices stand for the contents and whose right vertices for the storage cells of roadside units. Given a preference ranking of each content based on its response quota and a priority ranking of each storage cell based on its encountering latency quota, the weak-ordering stable matching problem is solved in polynomial time through Gale-Shapley algorithm and the stable improvement cycles algorithm. Besides, a multi-replica preprocessing algorithm is designed to substitute several new contents for a content having more than one replica, and thus to overcome the potential one-to-many mapping in stable matching. Experiments show that the RSM scheme achieves a high access ratio and a small storage cost with an acceptable access delay.
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