Title :
Service discovery in Mobile Ad hoc networks using Association Rules Mining
Author :
Islam, Noman ; Shaikh, Zubair A.
Author_Institution :
Center of Res. in Ubiquitous Comput., Nat. Univ. of Comput. & Emerging Sci., Karachi, Pakistan
Abstract :
Service Discovery in Mobile Ad hoc Networks (MANET) is a difficult task because of the dynamic nature of such networks. The availability of the services in MANET varies with respect to time and location. However, the service discovery requests issued by a consumer in one session are correlated, in most of the cases. If we can find out the correlation among the services and piggyback one service response with others in advance, we can gain improvement in performance. By utilizing this correlation property among service discovery requests, we have proposed a novel approach to Service Discovery in Mobile Ad hoc Networks. We have simulated the proposed approach in JIST/SWANS simulator and the results have shown significant performance improvement.
Keywords :
ad hoc networks; correlation methods; mobile radio; JIST simulator; MANET; SWANS simulator; association rules mining; correlation property; mobile ad hoc networks; service discovery requests; Association rules; Availability; Computer networks; Costs; Data mining; Mobile ad hoc networks; Performance gain; Pervasive computing; Road safety; Ubiquitous computing; Association Rules Mining; ItemSet Mining; MANET; Service Discovery;
Conference_Titel :
Multitopic Conference, 2009. INMIC 2009. IEEE 13th International
Conference_Location :
Islamabad
Print_ISBN :
978-1-4244-4872-2
Electronic_ISBN :
978-1-4244-4873-9
DOI :
10.1109/INMIC.2009.5383123
