计算机集成制造系统 ›› 2013, Vol. 19 ›› Issue (08 ): 1859-1867.

• 产品创新开发技术 • 上一篇    下一篇

保护私有数据的云工作流调度方法

王菁,韩燕波   

  1. 北方工业大学云计算研究中心
  • 出版日期:2013-08-31 发布日期:2013-08-31
  • 基金资助:
    国家自然科学基金重点资助项目(61033006);北京市自然科学基金重点资助项目(4131001);北京市属高等学校创新团队建设与教师职业发展计划资助项目(IDHT20130502);北方工业大学博士启动基金资助项目。

Cloud workflow scheduling method with data privacy protection

  • Online:2013-08-31 Published:2013-08-31
  • Supported by:
    Project supported by the National Natural Science Foundation,China(No.61033006),the Beijing Natural Science Foundation,China(No.4131001),the Construction of Innovative Teams and Teacher Career Development for Universities and Colleges Under Beijing Municipality,China(No.IDHT20130502),and the Start-up Foundation of North China University of Technology,China.

摘要: 为解决云工作流中数据资源的私有性问题,提出一种保护私有数据的云工作流调度方法。针对云工作流中数据资源之间依赖关系和互斥关系并存的特点,提出扩展中国墙的云工作流私有性策略模型,对资源分配中的利益冲突问题进行精确描述;提出云工作流私有性策略描述语言,采用基于逻辑语言的分析方法,将策略形式化表达为一组逻辑规则集,通过对规则的逻辑推理可对策略的一致性进行分析和检验;基于上述策略模型和描述语言,提出保护私有资源的云工作流调度方法,并证明了该调度方法不会违背用户设定的数据资源私有性策略。

关键词: 云工作流, 数据资源私有性保护, 工作流调度, 中国墙模型

Abstract: To solve the data privacy problem of cloud workflows,a cloud workflow scheduling method to protect data privacy was presented.Aiming at the coexistence of dependent relationship and mutex relationship among data resources,a privacy policy model of cloud workflow to extend Chinese wall model was proposed for precisely tackling the conflict-of-interest problem during resource allocation.A privacy policy description language was proposed,which could formulize the privacy policies as a set of logic rules so that the consistency of the privacy policies could be analyzed and verified by logic reasoning.Based on above model and language,a workflow scheduling approach was put forward.It was proved that the approach did not violate the privacy policies for data protection.

Key words: cloud workflow, data privacy protection, workflow scheduling, Chinese wall model

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