A Performance Isolation Mechanism Based on Fuzzy Technique for Web Server Load Balancing
Summary :
In this study, a performance isolation mechanism based on a fuzzy control technique is developed in such a way that ambiguous situations caused when estimating the workload of cluster-based web servers, client request rates, and dynamic request rates can be represented effectively. The proposed mechanism involving a fuzzy-based technique is compared with a non-fuzzy technique in terms of the response time in the 95th percentile. Experiments showed that the proposed technique improves the performance of web servers that provide differentiated services.
- Publication
- IEICE TRANSACTIONS on Communications Vol.E92-B No.4 pp.1086-1093
- Publication Date
- 2009/04/01
- Publicized
- Online ISSN
- 1745-1345
- DOI
- 10.1587/transcom.E92.B.1086
- Type of Manuscript
- Special Section PAPER (Special Section on Internet Technology and its Architecture for Ambient Information Systems)
- Category
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Bumjoo PARK, Kiejin PARK, Bongjun KIM, "A Performance Isolation Mechanism Based on Fuzzy Technique for Web Server Load Balancing" in IEICE TRANSACTIONS on Communications,
vol. E92-B, no. 4, pp. 1086-1093, April 2009, doi: 10.1587/transcom.E92.B.1086.
Abstract: In this study, a performance isolation mechanism based on a fuzzy control technique is developed in such a way that ambiguous situations caused when estimating the workload of cluster-based web servers, client request rates, and dynamic request rates can be represented effectively. The proposed mechanism involving a fuzzy-based technique is compared with a non-fuzzy technique in terms of the response time in the 95th percentile. Experiments showed that the proposed technique improves the performance of web servers that provide differentiated services.
URL: https://global.ieice.org/en_transactions/communications/10.1587/transcom.E92.B.1086/_p
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@ARTICLE{e92-b_4_1086,
author={Bumjoo PARK, Kiejin PARK, Bongjun KIM, },
journal={IEICE TRANSACTIONS on Communications},
title={A Performance Isolation Mechanism Based on Fuzzy Technique for Web Server Load Balancing},
year={2009},
volume={E92-B},
number={4},
pages={1086-1093},
abstract={In this study, a performance isolation mechanism based on a fuzzy control technique is developed in such a way that ambiguous situations caused when estimating the workload of cluster-based web servers, client request rates, and dynamic request rates can be represented effectively. The proposed mechanism involving a fuzzy-based technique is compared with a non-fuzzy technique in terms of the response time in the 95th percentile. Experiments showed that the proposed technique improves the performance of web servers that provide differentiated services.},
keywords={},
doi={10.1587/transcom.E92.B.1086},
ISSN={1745-1345},
month={April},}
Copy
TY - JOUR
TI - A Performance Isolation Mechanism Based on Fuzzy Technique for Web Server Load Balancing
T2 - IEICE TRANSACTIONS on Communications
SP - 1086
EP - 1093
AU - Bumjoo PARK
AU - Kiejin PARK
AU - Bongjun KIM
PY - 2009
DO - 10.1587/transcom.E92.B.1086
JO - IEICE TRANSACTIONS on Communications
SN - 1745-1345
VL - E92-B
IS - 4
JA - IEICE TRANSACTIONS on Communications
Y1 - April 2009
AB - In this study, a performance isolation mechanism based on a fuzzy control technique is developed in such a way that ambiguous situations caused when estimating the workload of cluster-based web servers, client request rates, and dynamic request rates can be represented effectively. The proposed mechanism involving a fuzzy-based technique is compared with a non-fuzzy technique in terms of the response time in the 95th percentile. Experiments showed that the proposed technique improves the performance of web servers that provide differentiated services.
ER -
English
