Title :
Dynamic QoS multicasting using greedy approach and fuzzy-based Tabu Search
Author :
Tahir, Muhammad Atif ; Jamshed, Asif ; Daadaa, Yassine ; Rehman, Hamood-Ur
Author_Institution :
Coll. of Comput. & Inf. Sci., Al Imam Mohammad Ibn Saud Islamic Univ. (IMSIU), Riyadh, Saudi Arabia
Abstract :
In a communication network with a source node, a multicast tree is defined as a tree rooted at the source node and all its leaves being recipients of the multicast originating at the source. Tree or bandwidth cost is normally measured by its utilization of tree links along with Quality of Service (QoS) measures such as delay constraint, end-to-end delay etc. However, if nodes are allowed to join or leave the multicast group at any time during the lifetime of the multicast connection, then the problem is known as Dynamic Multicast Routing Problem. In this paper, we combine a greedy approach with static multicast routing using Tabu Search to find a low cost dynamic multicast tree with desirable QoS parameters. The proposed algorithm is then compared with several static multicast routing algorithms. Simulation results show that, on a large number of events i.e. where nodes are leaving or joining, the proposed algorithm is able to find multicast trees of lower cost and more desirable QoS properties.
Keywords :
fuzzy set theory; greedy algorithms; multicast communication; quality of service; search problems; telecommunication network routing; trees (mathematics); QoS properties; bandwidth cost; communication network; delay constraint; dynamic multicast routing problem; end-to-end delay; fuzzy-based tabu search; greedy approach; low cost dynamic multicast tree; multicast connection; multicast group; quality of service; static multicast routing algorithms; tree cost; tree links; Bandwidth; Delays; Heuristic algorithms; Multicast communication; Quality of service; Routing; Steiner trees;
Conference_Titel :
Computer Applications and Information Systems (WCCAIS), 2014 World Congress on
Conference_Location :
Hammamet
Print_ISBN :
978-1-4799-3350-1
DOI :
10.1109/WCCAIS.2014.6916564