International Journal of
Physical Sciences

  • Abbreviation: Int. J. Phys. Sci.
  • Language: English
  • ISSN: 1992-1950
  • DOI: 10.5897/IJPS
  • Start Year: 2006
  • Published Articles: 2572

Full Length Research Paper

Bahar: A new hybrid of GA and auction method for dynamic bandwidth allocation based on EPON networks

Alireza Hedayati1*, Mehdi N. Feshaaraki1, Kambiz Badie2 and Vahe Aghazarian3
  1Department of Computer Engineering, Science and Research Branch, Islamic Azad University, Tehran, Iran. 2Iran Telecom Research Center, Tehran, Iran. 3Department of Computer Engineering, Tehran Central Branch, Islamic Azad University, Tehran, Iran.
Email: [email protected]

  •  Accepted: 07 March 2011
  •  Published: 18 March 2011

Abstract

 

One of the major challenges in the Ethernet Passive Optical Networks (EPON) technology in providing quality of service for the network users is the optimum and dynamic allocation of bandwidth that has been requested by the users. In this paper, a hybrid method is proposed that is based on the genetic algorithm and the auction theory where the requested bandwidth is calculated precisely with the genetic algorithm and subsequently the bandwidth is allocated through an auction process. For performance evaluation, the proposed Bahar method was compared with IPACT and FSD-SLA bandwidth allocation methods. Simulation results show that Bahar in comparison with IPACT and FSD-SLA (Failure Sensibility Degree-Service Level Agreement) experiences more delay but regarding other quality of service parameters such as packet loss ratio, line utilization, and throughput, it has better performance.

 

Key words: Ethernet passive optical networks (EPONs), dynamic bandwidth allocation (DBA), auction theory, genetic algorithm (GA).