Fuzzy Logic Token Bucket Bandwidth Predictor for Assured Forwarding Traffic in a DiffServ-Aware MPLS Internet

Norashidah Md Din, Norsheila Fisal

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

The foundation of the Internet network architecture, which revolves around the transfer of packets over multitude of networks, need to be improvised to support multimedia communications. To this end the Internet community has proposed several architectures that potentially can address this requirement. Two promising architectures are Differentiated Services (DiffServ) and Multiprotocol Label Switching (MPLS). This paper describes a fuzzy logic token bucket bandwidth predictor for Assured Forwarding (AF) traffic aggregates at the DiffServ level in a DiffServ-aware MPLS Internet network. The AF traffic class comprise of variable bit rates traffic. The fuzzy logic bandwidth predictor facilitates bandwidth predicting and dynamic policing at the DiffServ level. A simulation study was performed for the fuzzy logic predictor using Network Simulator-2. The network and traffic models were developed and validated before the performance study is performed. The results show that the fuzzy logic predictor gave commendable bandwidth prediction compared to actual bandwidth utilization of the AF traffic class.

Original languageEnglish
Title of host publicationProceedings - 1st Asia International Conference on Modelling and Simulation
Subtitle of host publicationAsia Modelling Symposium 2007, AMS 2007
EditorsDavid Al-Dabass, Richard Zobel, Ajith Abraham, Steve Turner
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages247-252
Number of pages6
ISBN (Electronic)0769528457, 9780769528458
DOIs
Publication statusPublished - 01 Jan 2007
Event1st Asia International Conference on Modelling and Simulation - Asia Modelling Symposium 2007, AMS 2007 - Phuket, Thailand
Duration: 27 Mar 200730 Mar 2007

Other

Other1st Asia International Conference on Modelling and Simulation - Asia Modelling Symposium 2007, AMS 2007
CountryThailand
CityPhuket
Period27/03/0730/03/07

Fingerprint

Label Switching
Differentiated Services
Telecommunication traffic
Fuzzy Logic
Fuzzy logic
Labels
Predictors
Bandwidth
Traffic
Internet
Service Levels
Multimedia Communication
Traffic Model
Network Architecture
Network architecture
Network Model
Simulator
Simulators
Simulation Study
Prediction

All Science Journal Classification (ASJC) codes

  • Modelling and Simulation

Cite this

Md Din, N., & Fisal, N. (2007). Fuzzy Logic Token Bucket Bandwidth Predictor for Assured Forwarding Traffic in a DiffServ-Aware MPLS Internet. In D. Al-Dabass, R. Zobel, A. Abraham, & S. Turner (Eds.), Proceedings - 1st Asia International Conference on Modelling and Simulation: Asia Modelling Symposium 2007, AMS 2007 (pp. 247-252). [4148667] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/AMS.2007.47
Md Din, Norashidah ; Fisal, Norsheila. / Fuzzy Logic Token Bucket Bandwidth Predictor for Assured Forwarding Traffic in a DiffServ-Aware MPLS Internet. Proceedings - 1st Asia International Conference on Modelling and Simulation: Asia Modelling Symposium 2007, AMS 2007. editor / David Al-Dabass ; Richard Zobel ; Ajith Abraham ; Steve Turner. Institute of Electrical and Electronics Engineers Inc., 2007. pp. 247-252
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Md Din, N & Fisal, N 2007, Fuzzy Logic Token Bucket Bandwidth Predictor for Assured Forwarding Traffic in a DiffServ-Aware MPLS Internet. in D Al-Dabass, R Zobel, A Abraham & S Turner (eds), Proceedings - 1st Asia International Conference on Modelling and Simulation: Asia Modelling Symposium 2007, AMS 2007., 4148667, Institute of Electrical and Electronics Engineers Inc., pp. 247-252, 1st Asia International Conference on Modelling and Simulation - Asia Modelling Symposium 2007, AMS 2007, Phuket, Thailand, 27/03/07. https://doi.org/10.1109/AMS.2007.47

Fuzzy Logic Token Bucket Bandwidth Predictor for Assured Forwarding Traffic in a DiffServ-Aware MPLS Internet. / Md Din, Norashidah; Fisal, Norsheila.

Proceedings - 1st Asia International Conference on Modelling and Simulation: Asia Modelling Symposium 2007, AMS 2007. ed. / David Al-Dabass; Richard Zobel; Ajith Abraham; Steve Turner. Institute of Electrical and Electronics Engineers Inc., 2007. p. 247-252 4148667.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Md Din N, Fisal N. Fuzzy Logic Token Bucket Bandwidth Predictor for Assured Forwarding Traffic in a DiffServ-Aware MPLS Internet. In Al-Dabass D, Zobel R, Abraham A, Turner S, editors, Proceedings - 1st Asia International Conference on Modelling and Simulation: Asia Modelling Symposium 2007, AMS 2007. Institute of Electrical and Electronics Engineers Inc. 2007. p. 247-252. 4148667 https://doi.org/10.1109/AMS.2007.47