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一种基于免疫稳态维持的Web服务负载均衡模型
  • 期刊名称：山东大学学报:工学版
  • 时间：2012.6.6
  • 页码：39-44
  • 分类：TP393.08[自动化与计算机技术—计算机应用技术;自动化与计算机技术—计算机科学与技术]
  • 作者机构：[1]山东女子学院信息技术学院,山东济南250002, [2]济南市技师学院酒店服务与管理系,山东济南250002, [3]山东浪潮齐鲁软件股份有限公司,山东济南250101, [4]山东师范大学管理科学与工程学院,山东济南250014
  • 相关基金：国家自然科学基金资助项目（60173178,71071090,61170038）;山东高等学校科技计划资助项目（J09LG28）;山东省软科学资助项目（2011RKB01447）;山东女子学院计算机应用重点实验室资助项目
  • 相关项目：社交网络模型构建及虚拟社区性质的研究
作者： 刘凤鸣|
关键词： WEB服务, 免疫稳态维持, 人工免疫系统, 负载均衡, 面向服务架构, 多AGENT系统, Web service, immune stability maintenance, artificial immune system, load balance, service-oriented architecture, multi-Agent systems
中文摘要：

基于免疫稳态维持机制,提出一种负载均衡的面向服务的系统架构（service-oriented architecture,SOA）模型。首先分析了免疫稳态和SOA框架上的Web服务负载均衡问题,提出了基于免疫系统的扩展SOA框架,在此基础上提出了Web服务的动态负载均衡模型,建立两个阶段的负载均衡优化算法,在多Agent仿真平台下对比研究该模型的负载均衡能力。模拟实验和分析表明,该免疫模型能够提高支持Web服务的负载均衡性能,降低服务请求处理的失败比率。

英文摘要：

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.

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