Title :
Energy-Efficient for Multicast Networks: A New Approach to Efficiency Measure
Author :
Ajibesin, Adeyemi Abel ; Wajiga, Gregory M. ; Odekunle, Mathew R.
Author_Institution :
Dept. of Comput. Sci. & Telecommun., American Univ. of Nigeria, Yola, Nigeria
Abstract :
This paper considers a new approach to energy efficiency in wired and wireless multicast networks. Two major multicasting algorithms are analyzed using energy-fficiency as metric. The performance of these algorithms is evaluated and optimized using combined methods: simulation and Data Envelopment Analysis (DEA) method. These approaches are combinations of methods from different disciplines. The first method has been considered for measuring network effectiveness through simulations, while the second method is based on data envelopment analysis for measuring network relative efficiency. This paper focuses on the DEA method, which is a non-parametric technique that is based on linear programming. The technique has been used in the Operations Research (OR) and economics communities to study the relative efficiency of systems with multiple inputs and outputs. Two types of DMUs are assumed for multicast networks. First, the network size is varied. and second the multicast group is varied. It is found that RLNC algorithm show better energy efficiency performance than MIP algorithm for all DMUs that are considered.
Keywords :
data envelopment analysis; decision making; linear programming; multicast communication; DEA method; DMU; RLNC algorithm; data envelopment analysis method; economics communities; energy efficiency; linear programming; multicasting algorithms; network effectiveness; operations research; Algorithm design and analysis; Energy efficiency; Heuristic algorithms; Linear programming; Multicast communication; Network coding; Wireless communication; Data Envelopment Analysis; energy efficiency measures; network coding; wired and wireless multicasting;
Conference_Titel :
Modelling and Simulation (EUROSIM), 2013 8th EUROSIM Congress on
Conference_Location :
Cardiff
DOI :
10.1109/EUROSIM.2013.107