Performance Modeling for Heterogeneous Wireless Networks with Multiservice Overflow Traffic

Qian Huang; King-Tim Ko; Villy Bæk Iversen

doi:10.1109/GLOCOM.2009.5425762

Performance Modeling for Heterogeneous Wireless Networks with Multiservice Overflow Traffic

Qian Huang, King-Tim Ko, Villy Bæk Iversen

City University of Hong Kong

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Abstract

Performance modeling is important for the purpose of developing efficient dimensioning tools for large complicated networks. But it is difficult to achieve in heterogeneous wireless networks, where different networks have different statistical characteristics in service and traffic models. Multiservice loss analysis based on multi-dimensional Markov chain becomes intractable in these networks due to intensive computations required. This paper focuses on performance modeling for heterogeneous wireless networks based on a hierarchical overlay infrastructure. A method based on decomposition of the correlated traffic is used to achieve an approximate performance modeling for multiservice in hierarchical heterogeneous wireless networks with overflow traffic. The accuracy of the approximate performance obtained by our proposed modeling is verified by simulations.

Original language	English
Title of host publication	Proceedings of the 28th IEEE conference on Global telecommunications
Place of Publication	Honolulu, Hawaii, USA
Publisher	IEEE
Publication date	2009
Pages	3676-3682
ISBN (Print)	978-1-4244-4147-1
DOIs	https://doi.org/10.1109/GLOCOM.2009.5425762
Publication status	Published - 2009
Event	2009 IEEE Global Telecommunications Conference - Honolulu, United States Duration: 30 Nov 2009 → 4 Dec 2009 https://ieeexplore.ieee.org/document/5425762

Conference

Conference	2009 IEEE Global Telecommunications Conference
Country/Territory	United States
City	Honolulu
Period	30/11/2009 → 04/12/2009
Internet address	https://ieeexplore.ieee.org/document/5425762

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10.1109/GLOCOM.2009.5425762

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@inproceedings{ffbcbd7b09b14a64bc5e36f9f300ac8c,

title = "Performance Modeling for Heterogeneous Wireless Networks with Multiservice Overflow Traffic",

abstract = "Performance modeling is important for the purpose of developing efficient dimensioning tools for large complicated networks. But it is difficult to achieve in heterogeneous wireless networks, where different networks have different statistical characteristics in service and traffic models. Multiservice loss analysis based on multi-dimensional Markov chain becomes intractable in these networks due to intensive computations required. This paper focuses on performance modeling for heterogeneous wireless networks based on a hierarchical overlay infrastructure. A method based on decomposition of the correlated traffic is used to achieve an approximate performance modeling for multiservice in hierarchical heterogeneous wireless networks with overflow traffic. The accuracy of the approximate performance obtained by our proposed modeling is verified by simulations.",

author = "Qian Huang and King-Tim Ko and Iversen, {Villy B{\ae}k}",

year = "2009",

doi = "10.1109/GLOCOM.2009.5425762",

language = "English",

isbn = "978-1-4244-4147-1",

pages = "3676--3682",

booktitle = "Proceedings of the 28th IEEE conference on Global telecommunications",

publisher = "IEEE",

address = "United States",

note = "2009 IEEE Global Telecommunications Conference, GLOBECOM 2009 ; Conference date: 30-11-2009 Through 04-12-2009",

url = "https://ieeexplore.ieee.org/document/5425762",

}

Huang, Q, Ko, K-T & Iversen, VB 2009, Performance Modeling for Heterogeneous Wireless Networks with Multiservice Overflow Traffic. in Proceedings of the 28th IEEE conference on Global telecommunications. IEEE, Honolulu, Hawaii, USA, pp. 3676-3682, 2009 IEEE Global Telecommunications Conference, Honolulu, Hawaii, United States, 30/11/2009. https://doi.org/10.1109/GLOCOM.2009.5425762

Performance Modeling for Heterogeneous Wireless Networks with Multiservice Overflow Traffic. / Huang, Qian; Ko, King-Tim; Iversen, Villy Bæk.
Proceedings of the 28th IEEE conference on Global telecommunications. Honolulu, Hawaii, USA: IEEE, 2009. p. 3676-3682.

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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AB - Performance modeling is important for the purpose of developing efficient dimensioning tools for large complicated networks. But it is difficult to achieve in heterogeneous wireless networks, where different networks have different statistical characteristics in service and traffic models. Multiservice loss analysis based on multi-dimensional Markov chain becomes intractable in these networks due to intensive computations required. This paper focuses on performance modeling for heterogeneous wireless networks based on a hierarchical overlay infrastructure. A method based on decomposition of the correlated traffic is used to achieve an approximate performance modeling for multiservice in hierarchical heterogeneous wireless networks with overflow traffic. The accuracy of the approximate performance obtained by our proposed modeling is verified by simulations.

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ER -

Performance Modeling for Heterogeneous Wireless Networks with Multiservice Overflow Traffic

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