V. Savchenko, H. Haidur, T. Dzyuba, V. Marchenko, Oleksandr Matsko, I. Havryliuk
{"title":"Providing of Data Center Information Security on the Basis of Performance Balance","authors":"V. Savchenko, H. Haidur, T. Dzyuba, V. Marchenko, Oleksandr Matsko, I. Havryliuk","doi":"10.1109/ATIT54053.2021.9678679","DOIUrl":null,"url":null,"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.","PeriodicalId":368050,"journal":{"name":"2021 IEEE 3rd International Conference on Advanced Trends in Information Theory (ATIT)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE 3rd International Conference on Advanced Trends in Information Theory (ATIT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ATIT54053.2021.9678679","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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.