Integrated network coding and caching in information-centric networks: revisiting pervasive caching in the ICN framework

被引:2
|
作者
Ravi, Abhiram [1 ,2 ]
Ramanathan, Parmesh [3 ,4 ]
Sivalingam, Krishna M. [1 ,2 ]
机构
[1] Indian Inst Technol, Dept Comp Sci & Engn, Madras 600036, Tamil Nadu, India
[2] India UK Adv Technol Ctr Excellence Next Generat, Chennai, Tamil Nadu, India
[3] Univ Wisconsin, Dept Elect & Comp Engn, Madison, WI 53706 USA
[4] Univ Wisconsin, Dept Comp Sci, Madison, WI 53706 USA
基金
美国国家卫生研究院;
关键词
Information-centric networking; Pervasive caching; Network coding; GENI; Named data networking; Video-on-demand; Future Internet architectures;
D O I
10.1007/s11107-015-0557-4
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Information-centric networks (ICNs) replace IP addresses with content names at the thin waist of the Internet hourglass, thereby enabling pervasive router-level caching at the network layer. In this paper, we revisit pervasive content caching and propose an algorithm for cache replacement at ICN routers by incorporating principles from network coding, a technique used to achieve maximum flow rates in multicast. By introducing a low computational cost in the system, network-coded caching better utilizes the available small storage space at the routers to cache more effectively in the network. Results of our experiments on the global enterprise for network innovations (GENI) testbed demonstrating the performance of our algorithm on a real network are included in the paper. We evaluate the algorithm in two different traffic scenarios (i) video-on-demand (VoD) (ii) Zipf-based web traffic. Working with the named data networking implementation of ICN, we also present the additional headers and logical components that are needed to enable network-coded caching. In a nutshell, we show that an integrated coding-and-caching strategy can provide significant gains in latency and content delivery rate for a small computational overhead.
引用
收藏
页码:416 / 427
页数:12
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