An effective cooperative caching scheme for mobile P2P networks

被引:4
作者
Zhou, Xinxin [1 ,2 ]
Lu, Zhe [2 ]
Gao, Yue [2 ]
Yu, Zhenwei [1 ]
机构
[1] Univ Min & Technol, Sch Mech Elect & Informat Engn, Beijing, Peoples R China
[2] Northeast Dianli Univ, Sch Informat Engn, Chuanying, Jilin, Peoples R China
来源
2014 6TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMMUNICATION NETWORKS | 2014年
关键词
mobile P2P networks; cooperative caching; cache replacement;
D O I
10.1109/CICN.2014.96
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Mobility, resource constraints and unreliable wireless links of mobile P2P networks will cause high data access latency and the communication overhead. Cooperative caching is widely seen as an effective solution to improve the overall system performance in mobile P2P networks. In this paper we present a novel cooperative caching scheme for mobile P2P networks. In our scheme the caching space of each node is divided into three parts: locale caching, cooperative caching and path caching, which respectively store the requested data objects of the nodes, the hot data objects in the networks and the data objects path. We also put forward the cache replacement strategy according to our scheme. Proposed cache replacement strategy not only takes into account the need of the nodes, but also pays attention to collaborative work between nodes. We evaluate the performance of our scheme by using NS-2. The experimental results show that the cache hit ratio is effectively increased and the average hops count is reduced.
引用
收藏
页码:408 / 411
页数:4
相关论文
共 11 条
  • [1] [Anonymous], 2002, NS NOTES DOCUMENTATI
  • [2] World Wide Web caching: Trends and techniques
    Barish, G
    Obraczka, K
    [J]. IEEE COMMUNICATIONS MAGAZINE, 2000, 38 (05) : 178 - 185
  • [3] Bhattacharjee S, 1998, IEEE INFOCOM SER, P600, DOI 10.1109/INFCOM.1998.665080
  • [4] Update-based cache access and replacement in wireless data access
    IEEE
    不详
    不详
    不详
    [J]. IEEE Trans. Mob. Comput., 2006, 12 (1734-1748): : 1734 - 1748
  • [5] Chow CY, 2004, 24TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS WORKSHOPS, PROCEEDINGS, P528
  • [6] Dahlin M. D., 1994, P 1 S OP SYST DES IM
  • [7] Dorigo M., 1997, IEEE Transactions on Evolutionary Computation, V1, P53, DOI 10.1109/4235.585892
  • [8] Kalogeraki Vana, 2005, 6 INT C MOB DAT MAN
  • [9] Lai KY, 2004, GLOB TELECOMM CONF, P3441
  • [10] Perkins CharlesE., 2003, RFC3561