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GroCoca: group-based peer-to-peer cooperative caching in mobile environment

Published: 01 January 2007 Publication History

Abstract

In a mobile cooperative caching environment, we observe the need for cooperating peers to cache useful data items together, so as to improve cache hit from peers. This could be achieved by capturing the data requirement of individual peers in conjunction with their mobility pattern, for which we realized via a GROup-based COoperative CAching scheme (GroCoca). In GroCoca, we define a tightly-coupled group (TCG) as a collection of peers that possess similar mobility pattern and display similar data affinity. A family of algorithms is proposed to discover and maintain all TCGs dynamically. Furthermore, two cooperative cache management protocols, namely, cooperative cache admission control and replacement, are designed to control data replicas and improve data accessibility in TCGs. A cache signature scheme is also adopted in GroCoca in order to provide information for the mobile clients to determine whether their TCG members are likely caching their desired data items and to perform cooperative cache replacement Experimental results show that GroCoca outperforms the conventional caching scheme and standard COoperative CAching scheme (COCA) in terms of access latency and global cache hit ratio. However, GroCoca generally incurs higher power consumption

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    cover image IEEE Journal on Selected Areas in Communications
    IEEE Journal on Selected Areas in Communications  Volume 25, Issue 1
    January 2007
    240 pages

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    IEEE Press

    Publication History

    Published: 01 January 2007

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    • (2019)Cooperative caching for multimedia data in mobile P2P networksMultimedia Tools and Applications10.1007/s11042-017-4866-878:5(5193-5216)Online publication date: 1-Mar-2019
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    • (2017)Coding-based cooperative caching in on-demand data broadcast environmentsInformation Sciences: an International Journal10.1016/j.ins.2017.01.012385:C(138-156)Online publication date: 1-Apr-2017
    • (2017)Cooperative Caching for Efficient Data Search in Mobile P2P NetworksWireless Personal Communications: An International Journal10.1007/s11277-017-4714-197:3(4087-4109)Online publication date: 1-Dec-2017
    • (2017)Efficient cluster-based top-k query routing with data replication in MANETsSoft Computing - A Fusion of Foundations, Methodologies and Applications10.1007/s00500-015-1867-221:15(4161-4178)Online publication date: 1-Aug-2017
    • (2016)Characterizing power saving for device-to-device browser cache cooperationJournal of Network and Computer Applications10.1016/j.jnca.2016.01.00367:C(118-127)Online publication date: 1-May-2016
    • (2016)Game balanced multi-factor multicast routing in sensor grid networksInformation Sciences: an International Journal10.1016/j.ins.2016.06.049367:C(550-572)Online publication date: 1-Nov-2016
    • (2016)WhatsUpNowMultimedia Tools and Applications10.1007/s11042-015-2846-475:21(13349-13374)Online publication date: 1-Nov-2016
    • (2015)Moving range k nearest neighbor queries with quality guarantee over uncertain moving objectsInformation Sciences: an International Journal10.1016/j.ins.2015.07.034325:C(324-341)Online publication date: 20-Dec-2015
    • (2015)Energy-efficient cache node placement using genetic algorithm in wireless sensor networksSoft Computing - A Fusion of Foundations, Methodologies and Applications10.1007/s00500-014-1473-819:11(3145-3158)Online publication date: 1-Nov-2015
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