Dynamic resource allocation of IP traffic for a DiffServ-MPLS interface using fuzzy logic

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

2 Citations (Scopus)

Abstract

The existing Internet provides best effort service. As such the quality of service (QoS) perceived by a user is inconsistent and unpredictable. In particular, the QoS for such applications is often poor when the links between communicating entities are congested or subject to sudden and unpredictable traffic surge. It is therefore desirable to introduce new service architecture in the Internet that guarantees QoS to continuous media application. The DiffServ architecture combined with multi protocol label switching (MPLS) have become a promising mechanism of achieving QoS with the scalability required by the Internet. MPLS achieves fast forwarding of packets through its connection-oriented framework. The MPLS edge router assigns packets with labels. Label switched routers in the MPLS core network direct the packets based on their labels. This paper addresses the resource allocation concerns at the DiffServ-enabled MPLS edge node. A DiffServ-MPLS dynamic link bandwidth allocation engine is described. The link bandwidth allocation engine is based on fuzzy logic and the maximum bandwidth allocation scheme. This work demonstrates that the fuzzy logic scheduler can be used in a hierarchical manner, where it first allocates link bandwidth based on three main traffic classes, i.e. premium, assured and best effort and then divides and allocates the bandwidth in the assured class further, i.e. gold, silver and bronze.

Original languageEnglish
Title of host publicationAPCC 2003 - 9th Asia-Pacific Conference on Communications, in conjunction with 6th Malaysia International Conference on Communications, MICC 2003, Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages339-343
Number of pages5
Volume1
ISBN (Electronic)0780381149, 9780780381148
DOIs
Publication statusPublished - 2003
Event9th IEEE Asia-Pacific Conference on Communications, APCC 2003, in conjunction with 6th Malaysia International Conference on Communications, MICC 2003 - Penang, Malaysia
Duration: 21 Sep 200324 Sep 2003

Other

Other9th IEEE Asia-Pacific Conference on Communications, APCC 2003, in conjunction with 6th Malaysia International Conference on Communications, MICC 2003
CountryMalaysia
CityPenang
Period21/09/0324/09/03

Fingerprint

logic
Fuzzy logic
Resource allocation
Interfaces (computer)
traffic
Frequency allocation
Quality of service
resources
Labels
Internet
Routers
Engines
Bandwidth
Bronze
premium
gold
Telecommunication traffic
Telecommunication links
multi-protocol label switching
Scalability

All Science Journal Classification (ASJC) codes

  • Communication
  • Computer Networks and Communications

Cite this

Md Din, N., & Fisal, N. (2003). Dynamic resource allocation of IP traffic for a DiffServ-MPLS interface using fuzzy logic. In APCC 2003 - 9th Asia-Pacific Conference on Communications, in conjunction with 6th Malaysia International Conference on Communications, MICC 2003, Proceedings (Vol. 1, pp. 339-343). [1274371] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/APCC.2003.1274371
Md Din, Norashidah ; Fisal, N. / Dynamic resource allocation of IP traffic for a DiffServ-MPLS interface using fuzzy logic. APCC 2003 - 9th Asia-Pacific Conference on Communications, in conjunction with 6th Malaysia International Conference on Communications, MICC 2003, Proceedings. Vol. 1 Institute of Electrical and Electronics Engineers Inc., 2003. pp. 339-343
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abstract = "The existing Internet provides best effort service. As such the quality of service (QoS) perceived by a user is inconsistent and unpredictable. In particular, the QoS for such applications is often poor when the links between communicating entities are congested or subject to sudden and unpredictable traffic surge. It is therefore desirable to introduce new service architecture in the Internet that guarantees QoS to continuous media application. The DiffServ architecture combined with multi protocol label switching (MPLS) have become a promising mechanism of achieving QoS with the scalability required by the Internet. MPLS achieves fast forwarding of packets through its connection-oriented framework. The MPLS edge router assigns packets with labels. Label switched routers in the MPLS core network direct the packets based on their labels. This paper addresses the resource allocation concerns at the DiffServ-enabled MPLS edge node. A DiffServ-MPLS dynamic link bandwidth allocation engine is described. The link bandwidth allocation engine is based on fuzzy logic and the maximum bandwidth allocation scheme. This work demonstrates that the fuzzy logic scheduler can be used in a hierarchical manner, where it first allocates link bandwidth based on three main traffic classes, i.e. premium, assured and best effort and then divides and allocates the bandwidth in the assured class further, i.e. gold, silver and bronze.",
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Md Din, N & Fisal, N 2003, Dynamic resource allocation of IP traffic for a DiffServ-MPLS interface using fuzzy logic. in APCC 2003 - 9th Asia-Pacific Conference on Communications, in conjunction with 6th Malaysia International Conference on Communications, MICC 2003, Proceedings. vol. 1, 1274371, Institute of Electrical and Electronics Engineers Inc., pp. 339-343, 9th IEEE Asia-Pacific Conference on Communications, APCC 2003, in conjunction with 6th Malaysia International Conference on Communications, MICC 2003, Penang, Malaysia, 21/09/03. https://doi.org/10.1109/APCC.2003.1274371

Dynamic resource allocation of IP traffic for a DiffServ-MPLS interface using fuzzy logic. / Md Din, Norashidah; Fisal, N.

APCC 2003 - 9th Asia-Pacific Conference on Communications, in conjunction with 6th Malaysia International Conference on Communications, MICC 2003, Proceedings. Vol. 1 Institute of Electrical and Electronics Engineers Inc., 2003. p. 339-343 1274371.

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

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Md Din N, Fisal N. Dynamic resource allocation of IP traffic for a DiffServ-MPLS interface using fuzzy logic. In APCC 2003 - 9th Asia-Pacific Conference on Communications, in conjunction with 6th Malaysia International Conference on Communications, MICC 2003, Proceedings. Vol. 1. Institute of Electrical and Electronics Engineers Inc. 2003. p. 339-343. 1274371 https://doi.org/10.1109/APCC.2003.1274371