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A Markov Decision Process model for traffic prioritisation provisioning

This paper presents an application of Markov Decision Process (MDP) into the provision of traffic prioritisation in the best-effort networks. MDP was used because it is a standard, general formalism for modelling stochastic, sequential decision problems. The implementation of traffic prioritisation...

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Main Authors: Gani, Abdullah, Zakaria, O., Jumaat, N.B.
Format: Article
Published: 2004
Subjects:
T Technology (General)
Online Access:http://eprints.um.edu.my/4501/
http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.162.2838&rep=rep1&type=pdf
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spelling my.um.eprints.45012018-10-11T09:26:31Z http://eprints.um.edu.my/4501/ A Markov Decision Process model for traffic prioritisation provisioning Gani, Abdullah Zakaria, O. Jumaat, N.B. T Technology (General) This paper presents an application of Markov Decision Process (MDP) into the provision of traffic prioritisation in the best-effort networks. MDP was used because it is a standard, general formalism for modelling stochastic, sequential decision problems. The implementation of traffic prioritisation involves a series of decision making processes by which packets are marked and classified before being despatched to destinations. The application of MDP was driven by the objective of ensuring the higher priority packets are not delayed by the lower ones. The MDP is believed to be applicable in improving the traffic prioritisation arbitration. 2004 Article PeerReviewed Gani, Abdullah and Zakaria, O. and Jumaat, N.B. (2004) A Markov Decision Process model for traffic prioritisation provisioning. Issues in Informing Science and Information Technology, 1. pp. 905-913. http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.162.2838&rep=rep1&type=pdf
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic T Technology (General)
spellingShingle T Technology (General)
Gani, Abdullah
Zakaria, O.
Jumaat, N.B.
A Markov Decision Process model for traffic prioritisation provisioning
description This paper presents an application of Markov Decision Process (MDP) into the provision of traffic prioritisation in the best-effort networks. MDP was used because it is a standard, general formalism for modelling stochastic, sequential decision problems. The implementation of traffic prioritisation involves a series of decision making processes by which packets are marked and classified before being despatched to destinations. The application of MDP was driven by the objective of ensuring the higher priority packets are not delayed by the lower ones. The MDP is believed to be applicable in improving the traffic prioritisation arbitration.
format Article
author Gani, Abdullah
Zakaria, O.
Jumaat, N.B.
author_facet Gani, Abdullah
Zakaria, O.
Jumaat, N.B.
author_sort Gani, Abdullah
title A Markov Decision Process model for traffic prioritisation provisioning
title_short A Markov Decision Process model for traffic prioritisation provisioning
title_full A Markov Decision Process model for traffic prioritisation provisioning
title_fullStr A Markov Decision Process model for traffic prioritisation provisioning
title_full_unstemmed A Markov Decision Process model for traffic prioritisation provisioning
title_sort markov decision process model for traffic prioritisation provisioning
publishDate 2004
url http://eprints.um.edu.my/4501/
http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.162.2838&rep=rep1&type=pdf
_version_ 1643687347458408448
score 13.18916

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