Title :
A multi-criteria master nodes selection mechanism for knowledge dissemination in autonomic networks
Author :
Souihi, Sami ; Hoceini, Said ; Mellouk, Abdelhamid
Author_Institution :
Dept. of Networks & Telecoms, Univ. of Paris Est Creteil (UPEC), Vitry-sur-Seine, France
Abstract :
Autonomic Networks represent a concept inspired by the biological world that aims at making a network independent of any human monitoring. To reach such autonomy, knowledge should be disseminated over the network, which remains an open problem. In fact, disseminating the knowledge over all nodes leads to a big overhead. That is why we need to select a subset of nodes in charge of knowledge management. A single criterion-based selection mechanism has been proposed in a previous work but such a mechanism seems to be very simplistic. In this paper, we present a new multi-criteria selection mechanism based on Pareto. The simulation results show that the proposed approach significantly improves performances compared to single criterion-based selection mechanism.
Keywords :
Pareto analysis; computer networks; information dissemination; Pareto analysis; autonomic networks; biological world; human monitoring; knowledge dissemination; knowledge management; multicriteria master node selection mechanism; Clustering algorithms; Delay; Knowledge engineering; Knowledge management; Network topology; Simulation; USA Councils; Autonomic networks; Pareto dominance; Pareto law; knowledge dissemination; knowledge plane;
Conference_Titel :
Communications (ICC), 2012 IEEE International Conference on
Conference_Location :
Ottawa, ON
Print_ISBN :
978-1-4577-2052-9
Electronic_ISBN :
1550-3607
DOI :
10.1109/ICC.2012.6364419