Providing of Data Center Information Security on the Basis of Performance Balance

V. Savchenko, H. Haidur, T. Dzyuba, V. Marchenko, Oleksandr Matsko, I. Havryliuk
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引用次数: 1

Abstract

The modern Data Center is a complex organization that includes a large number of different elements for processing large data sets. Such Centers are quite vulnerable in terms of information security. To ensure the security of the Center, the balance of performance of its individual elements must be maintained. The authors of the publication offer a formalized description of the process of information processing in the Data Center and a method of assessing the performance of its elements based on the time profile. The input data for the calculations are the bandwidth of individual performers and the response time of the system to requests. The efficiency parameters are the minimum query calculation time, the average task execution time, and the average queue time. Such parameters are interdependent and the authors proved the relationship between the main indicators by modeling. In particular, it was proved that increasing the number of actions per task or reducing the power clearly leads to a decrease in bandwidth.
基于性能平衡的数据中心信息安全提供
现代数据中心是一个复杂的组织,包含大量不同的元素来处理大型数据集。这样的中心在信息安全方面相当脆弱。为了确保中心的安全,必须保持其各个要素的性能平衡。该出版物的作者提供了数据中心中信息处理过程的形式化描述,以及基于时间概况评估其元素性能的方法。计算的输入数据是各个执行者的带宽和系统对请求的响应时间。效率参数包括最小查询计算时间、平均任务执行时间和平均队列时间。这些参数是相互依赖的,作者通过建模证明了主要指标之间的关系。特别是,研究证明,增加每个任务的操作数或降低功耗明显会导致带宽的减少。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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