Abstract | ||
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We study the performance improvement of Location Based Services through the identification and subsequent use of groups of mobile nodes. In our scheme we exploit the formation of nodes into groups in order to reduce the computation load incurred in back--end systems (e.g., Location Servers) and the associated network overhead. The back--end systems track the position and communicate with the Group Leader (GL). The GL, in turn, passes the received information to the members of the group (e.g., through short--range communications). The formation of mobile groups is validated over time to avoid misinterpreted temporary groupings which could endanger the adoption of the reduced load/overhead scheme. A time scheduling scheme based on the Optimal Stopping Theory assists in the finalization of the group validity. Metrics like group compactness are thoroughly assessed in line with the optimal stopping time scheme to increase confidence on group validity and persistence. Performance assessment reveals significant benefits for the considered location based services system. |
Year | DOI | Venue |
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2013 | 10.1109/MDM.2013.11 | MDM |
Keywords | Field | DocType |
efficient location,mobile group,time scheduling scheme,associated network overhead,time scheme,overhead scheme,group compactness,end system,mobile users,location servers,computation load,group validity,mobile communication,location based services,mobile computing,clustering algorithms,scheduling,optimal stopping theory,mathematical model,informatics | Mobile computing,Optimal stopping,Scheduling (computing),Computer science,Server,Location-based service,Computer network,Mobile database,Finalization,Distributed computing,Performance improvement | Conference |
Citations | PageRank | References |
2 | 0.39 | 12 |
Authors | ||
3 |
Name | Order | Citations | PageRank |
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Christos-Nikolaos Anagnostopoulos | 1 | 1034 | 91.30 |
Kostas Kolomvatsos | 2 | 299 | 30.48 |
Stathes Hadjiefthymiades | 3 | 809 | 76.76 |