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一种面向云服务提供商的资源分配机制
  • ISSN号：1009-5896
  • 期刊名称：电子与信息学报
  • 时间：2014.1.15
  • 页码：15-21
  • 分类：TP393[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]北京邮电大学网络与交换技术国家重点实验室,北京100876
  • 相关基金：国家863计划项目（2013AA013502）,国家自然科学基金创新研究群体科学基金（61121061）和国家科技支撑计划（2012BAH06802）资助课题
  • 相关项目：通信网的网络理论和技术
作者： 殷波|王颖|邱雪松|孟洛明|
关键词： 云计算, 资源提供, 用户满意度, 收益优化, Cloud computing, Resource provisioning, User＇s satisfaction, Profit optimization
中文摘要：

针对用户、服务提供商（SP）和基础设施提供商三者之间的市场行为所带来的收益问题，该文面向服务提供商提出了一种两阶段多虚拟机资源分配机制。首先，建立能力规划模型并引入粒子群算法，决策出服务提供商收益最大化的资源购买方案。然后，提出一种优化用户满意度的服务提供策略，优化了服务提供商的长期收益。最后仿真实验结果表明，该方法有效提高了服务提供商的收益，并取得了较好的用户满意度。

英文摘要：

Considering Service Providers （SP） revenue optimization issue, a two-stage multi-virtual machine resource provisioning mechanism is proposed in this paper. Firstly, a capacity planning model is proposed and the particle swarm algorithm is used to make resource purchase set, which can gain the maximize profit for SP. Then, a utility function to measure customer＇s satisfaction is proposed to optimize SP＇s profit in the long way. Simulation experimental results show that the proposed method improves effectively SP＇s profit, and gains better user＇s satisfaction.

同期刊论文项目
通信网的网络理论和技术
期刊论文 303 会议论文 42 获奖 4 著作 1
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期刊信息
  • 《电子与信息学报》
  • 中国科技核心期刊
  • 主管单位:中国科学院
  • 主办单位:中国科学院电子学研究所 国家自然科学基金委员会信息科学部
  • 主编：朱敏慧
  • 地址：北京市北四环西路19号
  • 邮编：100190
  • 邮箱：jeit@mail.ie.ac.cn
  • 电话：010-58887066
  • 国际标准刊号：ISSN：1009-5896
  • 国内统一刊号：ISSN：11-4494/TN
  • 邮发代号:2-179
  • 获奖情况:
  • 国内外数据库收录:
  • 荷兰文摘与引文数据库,美国工程索引,美国剑桥科学文摘,日本日本科学技术振兴机构数据库,中国中国科技核心期刊,中国北大核心期刊（2004版）,中国北大核心期刊（2008版）,中国北大核心期刊（2011版）,中国北大核心期刊（2014版）
  • 被引量:24739