Title :
Efficient resource minimization scheme for network coding-assisted multicast system
Author :
Hejazi, Seyed Amin ; Naeem, M. ; Lee, D.C.
Author_Institution :
Sch. of Eng. Sci., Simon Fraser Univ., Burnaby, BC, Canada
Abstract :
In this paper, we consider the problem of minimizing the resources used for network coding (MRUNC) while achieving the desired throughput in a multicast system. The problem of minimizing the number of network coding links is NP-hard. In this paper we propose a low-complexity Estimation of Distribution Algorithm (EDA) for MRUNC. Our EDA is applicable to the network with and without cycles. The numerical results show the effectiveness of the proposed method over previously proposed algorithms.
Keywords :
computational complexity; multicast communication; network coding; optimisation; estimation of distribution algorithm; network coding-assisted multicast system; resource minimization scheme; Estimation of Distribution Algorithm (EDA); Max-Flow; Network Coding;
Conference_Titel :
GLOBECOM Workshops (GC Wkshps), 2010 IEEE
Conference_Location :
Miami, FL
Print_ISBN :
978-1-4244-8863-6
DOI :
10.1109/GLOCOMW.2010.5700431