MANET Mining: Mining Temporal Association Rules

Author

Jabas, Ahmad ; Garimella, Rama M. ; Ramachandram, S.

Author_Institution

Comput. Sci. & Eng. Dept., Osmania Univ., Hyderabad

fYear

2008

fDate

10-12 Dec. 2008

Firstpage

765

Lastpage

770

Abstract

A wireless ad hoc network (MANET) is a collection of autonomous nodes or terminals that communicate with each other by forming a multihop radio network and maintaining connectivity in a decentralized manner. MANET is characterized by a rapidly changed topology. As a result packets select different multi-hops paths to reach their destinations. Even though packets are somehow independent from each other, there are still some hidden relations (patterns) among them. These relations may be utilized to give useful information to different MANET protocols. In this work, association rules technique is applied in time domain to obtain these hidden relations.

Keywords

access protocols; ad hoc networks; data mining; mobile radio; telecommunication computing; telecommunication network topology; MAC layer; MANET mining; MANET protocol; MANET topology; multihop radio network; packet selection; temporal association rule mining; wireless mobile ad hoc network; Application software; Association rules; Computer science; Data mining; Distributed algorithms; Distributed processing; Mobile ad hoc networks; Multicast algorithms; Network topology; Transaction databases; Data Mining; MANET Mining; Mobile Ad Hoc Networks (MANET); Priori Algorithm;

fLanguage

English

Publisher

ieee

Conference_Titel

Parallel and Distributed Processing with Applications, 2008. ISPA '08. International Symposium on

Conference_Location

Sydney, NSW

Print_ISBN

978-0-7695-3471-8

Type

conf

DOI

10.1109/ISPA.2008.66

Filename

4725224