Fuzzy service classifier for QoS improvement

Tapio Frantti; Mirjami Jutila

doi:10.1109/ICASID.2009.5277034

Fuzzy service classifier for QoS improvement

Tapio Frantti, Mirjami Jutila

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

Abstract

In this paper is introduced a FSC (Fuzzy Service Classification) algorithm. The algorithm adaptively changes weight coefficients that determine the amount of allowed bandwidth for each service class in the outputs of routers. New weight coefficients are calculated periodically on routers. The proposed fuzzy model simplifies the link sharing to two service classes: one for UDP and another for TCP. It is shown through simulations that the fuzzy model is more stable and reacts faster to different traffic states than the traditional WFQ (weighted fair queueing) scheduler. (19 refs.)

Original language	English
Title of host publication	2009 3rd International Conference on Anti-counterfeiting, Security, and Identification in Communication, 2009 ASID
Place of Publication	Piscataway
Publisher	IEEE Institute of Electrical and Electronic Engineers
Number of pages	6
ISBN (Print)	978-1-4244-3883-9
DOIs	https://doi.org/10.1109/ICASID.2009.5277034
Publication status	Published - 2009
MoE publication type	A4 Article in a conference publication
Event	2009 3rd International Conference on Anti-counterfeiting, Security, and Identification in Communication, 2009 ASID - Hong Kong, China Duration: 20 Aug 2009 → 22 Aug 2009

Conference

Conference	2009 3rd International Conference on Anti-counterfeiting, Security, and Identification in Communication, 2009 ASID
Country/Territory	China
City	Hong Kong
Period	20/08/09 → 22/08/09

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10.1109/ICASID.2009.5277034

Cite this

@inproceedings{6d93865b921d4aa5ae4160919760f878,

title = "Fuzzy service classifier for QoS improvement",

abstract = "In this paper is introduced a FSC (Fuzzy Service Classification) algorithm. The algorithm adaptively changes weight coefficients that determine the amount of allowed bandwidth for each service class in the outputs of routers. New weight coefficients are calculated periodically on routers. The proposed fuzzy model simplifies the link sharing to two service classes: one for UDP and another for TCP. It is shown through simulations that the fuzzy model is more stable and reacts faster to different traffic states than the traditional WFQ (weighted fair queueing) scheduler. (19 refs.)",

author = "Tapio Frantti and Mirjami Jutila",

year = "2009",

doi = "10.1109/ICASID.2009.5277034",

language = "English",

isbn = "978-1-4244-3883-9",

booktitle = "2009 3rd International Conference on Anti-counterfeiting, Security, and Identification in Communication, 2009 ASID",

publisher = "IEEE Institute of Electrical and Electronic Engineers",

address = "United States",

note = "2009 3rd International Conference on Anti-counterfeiting, Security, and Identification in Communication, 2009 ASID ; Conference date: 20-08-2009 Through 22-08-2009",

}

Frantti, T & Jutila, M 2009, Fuzzy service classifier for QoS improvement. in 2009 3rd International Conference on Anti-counterfeiting, Security, and Identification in Communication, 2009 ASID., 5277034, IEEE Institute of Electrical and Electronic Engineers, Piscataway, 2009 3rd International Conference on Anti-counterfeiting, Security, and Identification in Communication, 2009 ASID, Hong Kong, China, 20/08/09. https://doi.org/10.1109/ICASID.2009.5277034

Fuzzy service classifier for QoS improvement. / Frantti, Tapio; Jutila, Mirjami.
2009 3rd International Conference on Anti-counterfeiting, Security, and Identification in Communication, 2009 ASID. Piscataway: IEEE Institute of Electrical and Electronic Engineers, 2009. 5277034.

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

TY - GEN

T1 - Fuzzy service classifier for QoS improvement

AU - Frantti, Tapio

AU - Jutila, Mirjami

PY - 2009

Y1 - 2009

N2 - In this paper is introduced a FSC (Fuzzy Service Classification) algorithm. The algorithm adaptively changes weight coefficients that determine the amount of allowed bandwidth for each service class in the outputs of routers. New weight coefficients are calculated periodically on routers. The proposed fuzzy model simplifies the link sharing to two service classes: one for UDP and another for TCP. It is shown through simulations that the fuzzy model is more stable and reacts faster to different traffic states than the traditional WFQ (weighted fair queueing) scheduler. (19 refs.)

AB - In this paper is introduced a FSC (Fuzzy Service Classification) algorithm. The algorithm adaptively changes weight coefficients that determine the amount of allowed bandwidth for each service class in the outputs of routers. New weight coefficients are calculated periodically on routers. The proposed fuzzy model simplifies the link sharing to two service classes: one for UDP and another for TCP. It is shown through simulations that the fuzzy model is more stable and reacts faster to different traffic states than the traditional WFQ (weighted fair queueing) scheduler. (19 refs.)

U2 - 10.1109/ICASID.2009.5277034

DO - 10.1109/ICASID.2009.5277034

M3 - Conference article in proceedings

SN - 978-1-4244-3883-9

BT - 2009 3rd International Conference on Anti-counterfeiting, Security, and Identification in Communication, 2009 ASID

PB - IEEE Institute of Electrical and Electronic Engineers

CY - Piscataway

T2 - 2009 3rd International Conference on Anti-counterfeiting, Security, and Identification in Communication, 2009 ASID

Y2 - 20 August 2009 through 22 August 2009

ER -

Fuzzy service classifier for QoS improvement

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