Browse > Article

A Study on Fuzzy Rule Functional Verification for Service ratio Prediction of Server in ATM Networks  

정동성 (제주대학교 공과대학 첨단기술연구소)
이용학 (제주대학교 공과대학 통신컴퓨터공학부)
Publication Information
Journal of the Institute of Electronics Engineers of Korea TC / v.41, no.10, 2004 , pp. 69-77 More about this Journal
Abstract
In this thesis, we created a Fuzzy rule in a Fuzzy logic that are fuzzy logic which is composed of linguistic rules and Fuzzy inference engine for effective traffic control in ATM networks. The parameters of the Fuzzy rules are adapted to minimize the given performance index in both cases. In other words, the difuzzification value controls the service rate in the server to total traffic arrival ratio and buffer occupancy ratio using fuzzy set theory for traffic connected after reasoning. Also, show experiment result about rule by MATLAB6.5 and on-line bulid-up to verify validity of created Fuzzy rule. As a result, we can verify that service ratio in server is efficiently controlled by the total traffic arrival ratio and buffer occupancy ratio.
Keywords
ATM; Fuzzy; PBS; Priority Control Scheme;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
연도 인용수 순위
1 J. S. C. Cheng, and R. Guerin, Performance Study of an Input Queueing Packet Switch with Two Priority Classes, IEEE Trans. Commun., Vol.39, No.1, pp.117-126, 1991   DOI   ScienceOn
2 T. Kitami, Tokizawa, I., Cell Loss Compensation Schemes in an Asynchronous Broadband ISDN, IEEE INFOCOM'90, pp.116-123, 1990   DOI
3 Mark H. Beale and Hpeard B. Demuth, 'Fuzzy System Tool Box For Use with MA TLAB', PWS Publishing Company, 1995
4 Qingyang Hu, Davidw. Petr, Cameron Braun, 1996, Self-tuning Fuzzy Traffic Rate Control for ATM Networks, IEEE, pp. 424-428   DOI
5 정현숙, 신효영, 박호균, 류황빈, 1994, ATM 망에서 두 개의 임계값을 갖는 PBS 기법에 관한 연구, 한국통신학회 논문지, Vol.19, No.1, pp.56-65   과학기술학회마을
6 임주환, 성단근, 한치문, 김영선, 1998, ATM 교환, 한국통신학회 정보통신기술 총서 2, 한국통신학회.홍릉과학출판사
7 김주헌, 김본일, 이동호, 2000, ATM 망에서 퍼지 동적 이중 쉐이핑 기법을 이용한 트래픽 제어, 한국통신학회논문지, Vol.25, No.2B, pp. 256-264
8 정동성, 이용학, 2000, ATM 망에서 트래픽 서비스율 예측을 위한 퍼지 제어 알고리즘에 관한 연구, 한국통신학회 하계종합학술발표회 논문집, 제 21권, 제 1 호, pp.746-751
9 정동성, 이용학, 2002, ATM 망에서 버퍼의 임계값 예측을 위한 퍼지 제어 알고리즘에 관한 연구, 한국통신학회논문지, 제27권,제7C호, pp.664-669   과학기술학회마을
10 R. Handel, M. N. Huber and S. Schroder, 'ATM Networks concepts, protocols, applications', Addison-Wesley, 1994
11 CCITT Draft Recommendation I. 371, 'Traffic control and congestion control in B-ISDN', SG XVIII, Geneva, Switzerland, June 1992
12 S. E. Minzer, 'Broadband ISDN and Asynchronous Transfer Mode(ATM)', IEEE Comm. magazine, pp.17-24, sep. 1989   DOI   ScienceOn
13 J. C. Bezdek, S. K. Pal, Fuzzy Models For Pattern Recognition, IEEE Press., 1991
14 Walter, J. Goralski, Introduction to ATM Net-working, by McGraw-Hill, 1995
15 P. Yegari, M. Krunz and H. Hughes, Congestion Control Schemes in Prioritized ATM Networks, IEEE ICC, pp.1169 -1173, 1994   DOI