Performance analysis of cache consistency strategies for multi-hop wireless networks

被引:1
作者
Li, Wenzhong [1 ]
Chan, Edward [2 ]
Chen, Daoxu [1 ]
Lu, Sanglu [1 ]
机构
[1] Nanjing Univ, State Key Lab Novel Software Technol, Nanjing 210093, Jiangsu, Peoples R China
[2] City Univ Hong Kong, Dept Comp Sci, Kowloon, Hong Kong, Peoples R China
基金
中国国家自然科学基金;
关键词
Cache consistency strategies; Cache invalidation; Mobile ad hoc network; Mobile computing; Performance analysis; INVALIDATION SCHEMES; ALGORITHM;
D O I
10.1007/s11227-012-0791-9
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Data caching is widely used to facilitate information access in wireless mobile networks. Caching frequently used content on mobile clients brings benefits by reducing bandwidth usage, saving energy, and leveraging server workload. Maintaining cache consistency is an important issue in mobile caching and has received much attention by researchers. However, most existing studies on cache consistency strategies are limited to cellular wireless networks in which the mobile terminals can communicate with the base stations directly. In multi-hop wireless network environment, mobile terminals communicate with data server through multiple unreliable links with a high probability of disconnection from the network, which makes it more challenging for the maintenance of cache data consistency. In this paper, we investigate three cache consistency strategies for multi-hop wireless networks: the pull-based strategy POD (pull on demand), the push-based strategy MAT (modified amnesic terminals) and the store and forward strategy PIR (pull-based invalidation report). Extensive theoretical analysis is provided to compare the cache hit ratio, query delay and communication overhead of these methods, and the impact of system parameters on performance is studied as well. Simulation experiments are used to examine the performance of these three schemes, and it is shown that PIR provides the best overall performance.
引用
收藏
页码:1065 / 1090
页数:26
相关论文
共 38 条
[1]  
Acharya S., 1997, SIGMOD Record, V26, P183, DOI 10.1145/253262.253293
[2]  
Barbara D., 1995, VLDB J, V4, P567, DOI 10.1007/BF01354876
[3]   Adaptive push-pull: Disseminating dynamic web data [J].
Bhide, M ;
Deolasee, P ;
Katkar, A ;
Panchbudhe, A ;
Ramamritham, K ;
Shenoy, P .
IEEE TRANSACTIONS ON COMPUTERS, 2002, 51 (06) :652-668
[4]  
Broch J., 1998, MobiCom'98. Proceedings of Fourth Annual ACM/IEEE International Conference on Mobile Computing and Networking, P85, DOI 10.1145/288235.288256
[5]   Energy-efficient selective cache invalidation [J].
Cai, J ;
Tan, KL .
WIRELESS NETWORKS, 1999, 5 (06) :489-502
[6]   On improving the performance of cache invalidation in mobile environments [J].
Cao, GH .
MOBILE NETWORKS & APPLICATIONS, 2002, 7 (04) :291-303
[7]  
Cao JN, 2005, 25TH IEEE INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS WORKSHOPS, PROCEEDINGS, P573
[8]   Movement prediction based cooperative caching for location dependent information service in mobile ad hoc networks [J].
Chan, Edward ;
Wang, Yilin ;
Li, Wenzhong ;
Lu, Sanglu .
JOURNAL OF SUPERCOMPUTING, 2012, 59 (01) :297-322
[9]   Adaptive leases: A strong consistency mechanism for the World Wide Web [J].
Duvvuri, V ;
Shenoy, P ;
Tewari, R .
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2003, 15 (05) :1266-1276
[10]   Scalable cache invalidation algorithms for mobile data access [J].
Elmagarmid, A ;
Jing, J ;
Helal, A ;
Lee, CH .
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2003, 15 (06) :1498-1511