CODISC: Collaborative and distributed semantic caching for maximizing cache effectiveness in wireless networks

In wireless mobile ad hoc networks (MANETs), a mobile node would normally acquire data from a data server through an access point by sending the server a request each time it needs data. To reduce the high costs normally associated with accessing remote servers (i.e., outside the MANET), data cachin...

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محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Mershad, Khaleel (author)
مؤلفون آخرون: Artail, Hassan (author)
التنسيق: article
منشور في: 2010
الوصول للمادة أونلاين:http://hdl.handle.net/10725/15356
https://doi.org/10.1016/j.jpdc.2010.11.001
http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php
https://www.sciencedirect.com/science/article/pii/S0743731510002273
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author Mershad, Khaleel
author2 Artail, Hassan
author2_role author
author_facet Mershad, Khaleel
Artail, Hassan
author_role author
dc.creator.none.fl_str_mv Mershad, Khaleel
Artail, Hassan
dc.date.none.fl_str_mv 2010-11-10
2011
2024-02-29T08:22:22Z
2024-02-29T08:22:22Z
dc.identifier.none.fl_str_mv 0743-7315
http://hdl.handle.net/10725/15356
https://doi.org/10.1016/j.jpdc.2010.11.001
Mershad, K., & Artail, H. (2011). CODISC: Collaborative and distributed semantic caching for maximizing cache effectiveness in wireless networks. Journal of Parallel and Distributed Computing, 71(3), 495-511.
http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php
https://www.sciencedirect.com/science/article/pii/S0743731510002273
dc.language.none.fl_str_mv en
dc.relation.none.fl_str_mv Journal of Parallel and Distributed Computing
dc.rights.*.fl_str_mv info:eu-repo/semantics/openAccess
dc.title.none.fl_str_mv CODISC: Collaborative and distributed semantic caching for maximizing cache effectiveness in wireless networks
dc.type.none.fl_str_mv Article
info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/article
description In wireless mobile ad hoc networks (MANETs), a mobile node would normally acquire data from a data server through an access point by sending the server a request each time it needs data. To reduce the high costs normally associated with accessing remote servers (i.e., outside the MANET), data caching by the mobile nodes can be employed. Several caching techniques for MANETs have been proposed and implemented, including a cooperative scheme that we recently introduced. It employs a directory-based approach in which submitted queries are cached in the MANET to be used subsequently as indexes to corresponding data items (results). When a request is issued, nodes cooperate to find its answer (if it exists) and send it to the requesting node. In this paper, we extend this scheme by semantically comparing each submitted request with all cached queries. The semantic analysis process includes trimming the request into fragments and joining the answers of these fragments to produce the answer of the request. We study the performance of the proposed system both analytically and experimentally, and prove the advantageous features of the system relative to others in terms of query response time, generated traffic, and hit ratio.
eu_rights_str_mv openAccess
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identifier_str_mv 0743-7315
Mershad, K., & Artail, H. (2011). CODISC: Collaborative and distributed semantic caching for maximizing cache effectiveness in wireless networks. Journal of Parallel and Distributed Computing, 71(3), 495-511.
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spelling CODISC: Collaborative and distributed semantic caching for maximizing cache effectiveness in wireless networksMershad, KhaleelArtail, HassanIn wireless mobile ad hoc networks (MANETs), a mobile node would normally acquire data from a data server through an access point by sending the server a request each time it needs data. To reduce the high costs normally associated with accessing remote servers (i.e., outside the MANET), data caching by the mobile nodes can be employed. Several caching techniques for MANETs have been proposed and implemented, including a cooperative scheme that we recently introduced. It employs a directory-based approach in which submitted queries are cached in the MANET to be used subsequently as indexes to corresponding data items (results). When a request is issued, nodes cooperate to find its answer (if it exists) and send it to the requesting node. In this paper, we extend this scheme by semantically comparing each submitted request with all cached queries. The semantic analysis process includes trimming the request into fragments and joining the answers of these fragments to produce the answer of the request. We study the performance of the proposed system both analytically and experimentally, and prove the advantageous features of the system relative to others in terms of query response time, generated traffic, and hit ratio.Published2024-02-29T08:22:22Z2024-02-29T08:22:22Z20112010-11-10Articleinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article0743-7315http://hdl.handle.net/10725/15356https://doi.org/10.1016/j.jpdc.2010.11.001Mershad, K., & Artail, H. (2011). CODISC: Collaborative and distributed semantic caching for maximizing cache effectiveness in wireless networks. Journal of Parallel and Distributed Computing, 71(3), 495-511.http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.phphttps://www.sciencedirect.com/science/article/pii/S0743731510002273enJournal of Parallel and Distributed Computinginfo:eu-repo/semantics/openAccessoai:laur.lau.edu.lb:10725/153562024-07-03T08:59:49Z
spellingShingle CODISC: Collaborative and distributed semantic caching for maximizing cache effectiveness in wireless networks
Mershad, Khaleel
status_str publishedVersion
title CODISC: Collaborative and distributed semantic caching for maximizing cache effectiveness in wireless networks
title_full CODISC: Collaborative and distributed semantic caching for maximizing cache effectiveness in wireless networks
title_fullStr CODISC: Collaborative and distributed semantic caching for maximizing cache effectiveness in wireless networks
title_full_unstemmed CODISC: Collaborative and distributed semantic caching for maximizing cache effectiveness in wireless networks
title_short CODISC: Collaborative and distributed semantic caching for maximizing cache effectiveness in wireless networks
title_sort CODISC: Collaborative and distributed semantic caching for maximizing cache effectiveness in wireless networks
url http://hdl.handle.net/10725/15356
https://doi.org/10.1016/j.jpdc.2010.11.001
http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php
https://www.sciencedirect.com/science/article/pii/S0743731510002273