一种基于免疫稳态维持的Web服务负载均衡模型

JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE) ›› 2012, Vol. 42 ›› Issue (3): 39-44.

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A load balance model for Web services based on immune stability maintenance

YU Zhen-mei1, YANG Rong-rong2, QI Feng-mei3, ZHANG Hui3, LIU Feng-ming4

1. School of Information Technology, Shandong Women’s University, Jinan 250002, China;
2. Department of Hotel Service and Management, Jinan Technician College, Jinan 250002, China;
3. Shandong Inspur Software Co.,Ltd, Jinan 250101, China;
4. School of Management Science and Engineering, Shandong Normal University, Jinan 250014, China

Received:2012-03-01 Online:2012-06-20 Published:2012-03-01

Abstract

Abstract:

Based on the immune stability maintenance mechanism, a load-balance and service-oriented architecture (SOA) model was proposed. First, the immune stability mechanism and the load balance of SOA Web service were analyzed, and an immune-based extended SOA framework was also proposed. Then, a dynamic load-balance model for Web service was further studied, and a two-phase load-balance optimization algorithm was developed. The capability of the load balance of this model working on a multi-agent simulation platform was also investigated. The experiments and analysis showed that the immune-based model could improve the performance of load balance for Web service and reduce the failure rate of requests.

Key words: Web service, immune stability maintenance, artificial immune system, load balance, service-oriented architecture, multi-Agent systems

YU Zhen-mei1, YANG Rong-rong2, QI Feng-mei3, ZHANG Hui3, LIU Feng-ming4. A load balance model for Web services based on immune stability maintenance[J].JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2012, 42(3): 39-44.

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