Intelligent popularity-aware content caching and retrieving in highway vehicular networks

被引:12
|
作者
Quan, Wei [1 ]
Liu, Yana [1 ]
Jiang, Xiaoxiao [2 ]
Guan, Jianfeng [3 ]
机构
[1] Beijing Jiaotong Univ, Sch Elect & Informat Engn, Natl Engn Lab Next Generat Internet Technol, Beijing 100044, Peoples R China
[2] Verizon Lab, 50-60 Sylvan Rd, Waltham, MA 02451 USA
[3] Beijing Univ Posts & Telecommun, State Key Lab Networking & Switching Technol, Beijing 100876, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Popularity-aware; Content caching; Content retrieval; VANETs; ICN;
D O I
10.1186/s13638-016-0688-z
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Content dissemination over vehicular networks is a critical challenge due to its high intermittent connectivity. However, content cache and retrieval by exploiting the information-centric networking (ICN) paradigm did not get much attention. In this paper, in order to improve the efficiency of content retrieval, we propose a novel popularity-aware content caching and retrieving strategy in VANETs named P-CCR, which innovatively considers the ICN perspective into vehicles mobility and vehicular wireless communication in highway scenarios. At the same time, it supports to independently switch the retrieval modes between vehicle-to-vehicle (V2V) and vehicle-to-infrastructure (V2I) according to the popularity of contents. Most notably, an actively caching mechanism is proposed in P-CCR, which can be triggered to inform surrounding volunteer vehicles to cache contents requested in a short time. Extensive simulations highlight that P-CCR significantly reduces RTT value and the amount of interest packets, which can lighten network loads and avoid wasting resources.
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页数:10
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