Journal of Computer Applications ›› 2018, Vol. 38 ›› Issue (5): 1353-1359.DOI: 10.11772/j.issn.1001-9081.2017102465

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Scheduling method of virtual cipher machine based on entropy weight evaluation in cryptography cloud

WANG Zewu1, SUN Lei1, GUO Songhui1, SUN Ruichen2   

  1. 1. College No. Three, Information Engineering University, Zhengzhou Henan 450001, China;
    2. Unit 31011, Beijing 100089, China
  • Received:2017-10-17 Revised:2017-12-18 Online:2018-05-10 Published:2018-05-24
  • Contact: 王泽武
  • Supported by:
    This work is partially supported by the National Key R&D Program of China (2016YFB0501900).

密码云中基于熵权评价的虚拟密码机调度方法

王泽武1, 孙磊1, 郭松辉1, 孙瑞辰2   

  1. 1. 信息工程大学 三院, 郑州 450001;
    2. 31011部队, 北京 100089
  • 通讯作者: 王泽武
  • 作者简介:王泽武(1992-),男,河南安阳人,硕士研究生,主要研究方向:云计算系统保密工程;孙磊(1973-),男,江苏靖江人,研究员,博士,主要研究方向:云计算基础设施可信增强、可信虚拟化;郭松辉(1979-),男,四川乐山人,副研究员,博士,主要研究方向:云计算安全、I/O虚拟化;孙瑞辰(1991-),男,黑龙江哈尔滨人,硕士,主要研究方向:I/O虚拟化、信息安全。
  • 基金资助:
    国家重点研发计划项目(2016YFB0501900)。

Abstract: To balance load in cryptography cloud systems, a Virtual cipher machine Scheduling Method based on Entropy Weight Evaluation (VSMEWE) was proposed. In order to improve the quality of cryptography service and economize resources of cryptography cloud effectively, a virtual cipher machine migration selection solution was presented, according to the comparison results of comprehensive evaluation values of cloud cipher machine. To achieve the best comprehensive evaluation values, it evaluated the resource states of cloud cipher machine with the main indexes including the utilizations of resources, such as CPU, memory, network bandwidth and throughput bandwidth of cipher card. Finally, a migration selection scheme of virtual cipher machine was decided by the scheduling method. Compared with Entropy algorithm and Baseline algorithm, the experimental results show that the proposed algorithm has characteristics of wholeness and chronergy, the effect of load balancing is improved, and the execution efficiency is increased by 6.8% and 22.7% respectively.

Key words: virtual cipher machine scheduling, cryptography cloud, entropy weight method, differential method, load balancing, Quality of Service (Qos)

摘要: 针对密码云系统的负载均衡问题,提出了一种基于熵权评价的虚拟密码机调度方法(VSMEWE)。为提高密码服务质量、高效利用密码运算资源,以云密码机的CPU、内存、网络带宽和密码卡吞吐带宽等资源的利用率为主要指标评价云密码机的资源状态,根据云密码机的综合评价值比较结果,得出虚拟密码机的迁移选择方案。实验结果表明,所提算法与Entropy算法和Baseline算法相比,具有全局性和时效性,提高了系统负载均衡效果,执行效率也分别提高了6.8%和22.7%。

关键词: 虚拟密码机调度, 密码云, 熵权法, 差值法, 负载均衡, 服务质量

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