Social-aware Mobile Road Side Unit for Content Distribution in Vehicular Social Networks

被引:6
作者
Bitaghsir, Saeid Akhavan [1 ]
Kashipazha, Sina [1 ]
Dadlani, Aresh [2 ]
Khonsari, Ahmad [1 ,3 ]
机构
[1] Univ Tehran, Dept Elect & Comp Engn, Tehran, Iran
[2] Nazarbayev Univ, Dept Elect & Comp Engn, Astana, Kazakhstan
[3] Inst Res Fundamental Sci, Sch Comp Sci, Tehran, Iran
来源
2019 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATIONS (ISCC) | 2019年
关键词
Vehicular social networks; social-aware content dissemination; mobile road-side unit; cache hit ratio; CONTENT DISSEMINATION;
D O I
10.1109/iscc47284.2019.8969669
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Network operators are more than ever overwhelmed by increased capital investments and operational costs incurred due to the explosive mobile data traffic growth. An efficient strategy in managing operational expenditure within limits without sacrificing end-user satisfaction is to offload the traffic of content dissemination from the network backbone to local road-side units (RSUs). Allocating suitable subsets of contents to each RSU cache so as to maximize the hit ratio of requests made by vehicular entities is an optimization problem of paramount value. In this paper, we address the issue of content dissemination in a socially-aware hybrid environment with mobile end-users, wherein an overlay network comprising of a social network over a cellular vehicular network is considered. In this setting, vehicles represent the mobile nodes that obtain requested contents either from base station or from local RSUs, if available. By employing a mobile RSU that accounts for the social characteristics of the underlying network, we introduce a novel approach for content distribution in an urban environment. Results from simulation experiments reveal an average improvement of 6% in network throughput for the proposed method as compared to conventional content dissemination counterparts.
引用
收藏
页码:38 / 43
页数:6
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