内容中心网络中一种基于内容等级及流行度的缓存策略

黄胜; 刘四军; 滕明埝; 姜良浩; 郝言明; 何玉杰

doi:10.11999/JEIT160816

内容中心网络中一种基于内容等级及流行度的缓存策略

doi: 10.11999/JEIT160816

基金项目:

国家自然科学基金(61571072, 61371096)，重庆市基础与前沿研究计划项目(cstc2015jcyjA40015, cstc2013jcyjA40052)，重庆市教委科学技术研究项目(KJ130515)

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出版历程
- 收稿日期: 2016-08-03
- 修回日期: 2016-12-30
- 刊出日期: 2017-06-19

Cache Strategy Based on Content Level and Popularity in Content Centric Networking

Funds:

The National Natural Science Foundation of China (61571072, 61371096), Chongqing Base and Cutting-edge Research Projects (cstc2015jcyjA40015, cstc2013jcyjA40052), Chongqing Commission of Science and Technology Research Projects (KJ130515)

摘要

摘要: 网内缓存作为内容中心网络(CCN)的核心技术，越来越受到关注。为了提高网络的缓存性能以及用户对数据请求的满意度，该文提出一种基于内容等级及流行度的缓存策略(CLPC)。CLPC策略通过设置不同用户对内容的访问等级以及统计内容的访问频率，决定数据的缓存位置，并且设计了数据替换方法，在一定程度上保证了不同用户对不同数据的最优请求，同时提高了网络的性能。实验证明该策略与CEE+LRU, Prob(0.7)+LRU, Betw+LRU相比，能更好地提高缓存命中率、平均时延及源端命中率等网络缓存性能指标。
- 内容中心网络 /
- 缓存策略 /
- 内容等级 /
- 流行度
Abstract: As the most important core technology in Content Centric Networking (CCN), caching is widely concerned . In order to improve the network performance and enhance the user satisfaction of data request, a Content-based Level and the Popularity of Caching (CLPC) strategies is proposed . The strategy decides the cache position of data and design method of data replacement by setting the request content level of different users and counting the request frequency, to ensure the optimum request of different users for different data and improve the performance of the network. Experimental results show that compared with the CEE + LRU, Prob (0.7) + LRU and Betw+LRU, the CLPC can increase cache hit ratio, reduce the average delay and the content source hit ratio.
- Content Centric Network (CCN) /
- Caching strategy /
- Content level /
- Popularity

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参考文献(23)

LEE M, SONG J, CHO K, PACK S, et al. Content discovery for information-centric networking[J]. Computer Networks, 2015, 83: 1-14. doi: 10.1016/j.comnet.2014. 10.006.

XYLOMENOS G, VERVERIDIS C, SIRIS V, et al. A survey of information-centric networking research[J]. IEEE Communications Surveys and Turorials, 2014, 16(2): 1024-1049. doi: 10.1109/SURV.2013.070813.00063.

LUO H, CHEN Z, CUI J, et al. CoLo R: An information- centric Internet architecture for innovations[J]. IEEE Network Magazine, 2014, 28(3): 4-10. doi: 10.1109/MNET. 2014.6843226.

张国强, 李杨, 林涛, 等. 信息中心网络中的内置缓存技术研究[J]. 软件学报, 2014, 25(1): 154-175. doi: 10.13328/j.cnki. jos.004494.

ZHANG Guoqiang, LI Yang, LIN Tao, et al. The built-in caching technology research in Information-Centric Networking[J]. Journal of Software, 2014, 25(1): 154-175. doi: 10.13328/j.cnki.jos.004494.

KYI T, THANT Z O, CHUAN P, et al. Efficient forwarding and popularity based caching for content centric network[C]. IEEE International Conference on Information Networking (ICOIN), 2015: 330-335. doi: 10.1109/ICOIN.2015. 7057906.

CHU Weibo, WANG Lifang, XIE Haiyong, et al. Network delay guarantee for differentiated services in content-centric networking[J]. Computer Communications, 2016, 76: 54-66. doi: 10.1016/j.comcom.2015.09.009.

PSARAS I, CHAI W K, and PAVLOU G. Probabilistic in-network caching for information-centric networks[C]. Proceedings of ICN Workshop on Information Centric Networking, New York, NY, USA, 2012: 55-60. doi: 10.1145/ 2342488.2342501.

CHAI W, HE D, PSARAS I, et al. Cache less for more in information-centric networks (extended version)[J]. Computer Communications, 2013, 36(7): 758-770. doi: 10.1016/ j.comcom.2013.01.007.

刘外喜, 余顺争, 胡晓, 等. CCN 中选择性缓存机制的研究[J]. 计算机学报, 2014, 37(2): 275-288. doi: 10.3724/SP.J. 1016.2014.00275.

LIU Waixi, YU Shunzheng , HU Xiao, et al. Selective caching in content-centric networking[J]. Chinese Journal of Computers, 2014, 37(2): 275-288. doi: 10.3724/SP.J.1016. 2014.00275.

SHENEELA N, RAO N, AMIR Q, et al. Multi-attribute caching: Towards efficient cache management in content-centric networks[C]. IEEE Annual Consumer Communications Networking Conference, Las Vegas, NV, USA, 2016: 630-633. doi: 10.1109/CCNC.2016.7444852.

WARIT S, WUTTIPONG K, SARAN T, et al. Prioritized probabilistic caching algorithm in content centric networks[J]. Recent Advances in Information and Communication Technology, 2016, 13(3): 255-265. doi: 10.1007/978-3-319- 40415-8_25.

HU X and GONG J. Opportunistic on-path caching for named data networking[J]. IEICE Transactions on Communications, 2014, 97(11): 2360-2367. doi: 10.1587/transcom.E97.B.2360.

TARNO S, SUPPAKITPAISARN V, and JI Y. Adaptive probabilistic caching for information-centricnetworking[J]. IEICE Technical Report, 2015, 115(210): 63-68.

CAROFIGLIO G, GALLO M, and MUSCARIELLO L. Bandwidth and storage sharing performance in information centric networking[C]. Proceedings of the 2011 ACM SIGCOMM Conference, New York: ACM, 2011: 26-31. doi: 10.1145/2018584.2018593.

李俊, 冯宗明, 吴海, 等. 基于层次划分的CCN网络缓存存储策略[J]. 通信学报, 2016, 37(1): 35-41. doi: 10.11959/j.issn. 1000-436x.2016005.

LI Jun, FENG Zongming, WU Hai, et al. Hierarchical division-based cache storage strategy in content-centric networking[J]. Journal of Communication, 2016, 37(1): 35-41. doi: 10.11959/j.issn.1000-436x.2016005.

HENDERSON T R, ROY S, FIOYD S, et al. ns-3 project goals[C]. Proceeding from the 2006 Workshop on ns-2: The IP Network Simulator, New York: ACM, NY, USA, 2006: 90-93. doi: 10.1145/1190455.1190468.

ALEXANDER A, MOISEENKO I, and ZHANG L X. ndnSIM: NDN simulator for NS-3 Named Data Networking (NDN) Project[R]. 2012.

崔现东, 刘江, 黄韬, 等. 基于节点介数和替换率的内容中心网络网内缓存策略[J]. 电子与信息学报, 2014, 36(1): 1-7. doi: 10.3724/SP.J.1146.2013.00503.

CUI Xiandong, LIU Jiang, HUANG Tao, et al. A novel in-network caching scheme based on betweenness and replacement rate in Content Centric Networking[J]. Journal of Electronic Information Technology, 2014, 36(1): 1-7. doi: 10.3724/SP.J.1146.2013.00503.

BRESLAU L, PEI C, LIN F, et al. Web caching and zipf-like distributions:evidence and implications[C]. IEEE Eighteenth Annual Joint Conference of the IEEE Computer and Communications societies, California, CA, USA, 1999: 21-25. doi: 10.1109/INFCOM.1999.749260.

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