Exploring Opportunities to Identify Abnormal Behavior of Data Center Users Based on Machine Learning Models

被引:0
|
作者
Kotenko, I. V. [1 ]
Saenko, I. B. [1 ]
机构
[1] Russian Acad Sci, St Petersburg Fed Res Ctr, St Petersburg 199178, Russia
基金
俄罗斯科学基金会;
关键词
detection of anomalies; data processing center; machine learning; cybersecurity;
D O I
10.1134/S1054661823030227
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The article describes the main provisions of the proposed method of identifying abnormal behavior of data center users, which uses machine learning models. Issues related to the formation of a feature space for machine learning models, software implementation, and experimental evaluation of the proposed method are considered.
引用
收藏
页码:368 / 372
页数:5
相关论文
共 50 条
  • [31] Applying Machine Learning Models to Identify Forest Cover
    Johnson, Peter
    Abdelfattah, Eman
    2018 9TH IEEE ANNUAL UBIQUITOUS COMPUTING, ELECTRONICS & MOBILE COMMUNICATION CONFERENCE (UEMCON), 2018, : 471 - 474
  • [32] Exploring Diversity in Learning Behavior at University: Opportunities for Conceptualization
    Maloshonok, Natalia
    Vilkova, Kseniia
    Dremova, Oksana
    VOPROSY OBRAZOVANIYA-EDUCATIONAL STUDIES MOSCOW, 2024, (02): : 111 - 138
  • [33] Application of machine learning based models in computer network data
    Liu H.
    Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
  • [34] Exploring Statistical Arbitrage Opportunities Using Machine Learning Strategy
    Baoqiang Zhan
    Shu Zhang
    Helen S. Du
    Xiaoguang Yang
    Computational Economics, 2022, 60 : 861 - 882
  • [35] Exploring Statistical Arbitrage Opportunities Using Machine Learning Strategy
    Zhan, Baoqiang
    Zhang, Shu
    Du, Helen S.
    Yang, Xiaoguang
    COMPUTATIONAL ECONOMICS, 2022, 60 (03) : 861 - 882
  • [36] Exploring an online learning burnout assessment model based on learning behavior data
    Li, Dong
    Sun, Qiuyun
    Feng, Yiran
    CURRENT PSYCHOLOGY, 2024, 43 (36) : 29108 - 29121
  • [37] Machine Learning-Based Prefetch Optimization for Data Center Applications
    Liao, Shih-wei
    Hung, Tzu-Han
    Donald Nguyen
    Chou, Chinyen
    Tu, Chiaheng
    Zhou, Hucheng
    PROCEEDINGS OF THE CONFERENCE ON HIGH PERFORMANCE COMPUTING NETWORKING, STORAGE AND ANALYSIS, 2009,
  • [38] Dynamic data cleaning method of abnormal and missing data in a distribution network based on machine learning
    Mei Y.
    Li Y.
    Zhou W.
    Guo Y.
    Deng W.
    Qiao X.
    Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control, 2023, 51 (07): : 158 - 169
  • [39] Machine Learning-based Energy Consumption Model for Data Center
    Qiao, Lin
    Yu, Yuanqi
    Wang, Qun
    Zhang, Yu
    Song, Yueming
    Yu, Xiaosheng
    2023 35TH CHINESE CONTROL AND DECISION CONFERENCE, CCDC, 2023, : 3051 - 3055
  • [40] Exploring Abnormal Behavior Patterns of Online Users With Emotional Eating Behavior: Topic Modeling Study
    Hwang, Youjin
    Kim, Hyung Jun
    Choi, Hyung Jin
    Lee, Joonhwan
    JOURNAL OF MEDICAL INTERNET RESEARCH, 2020, 22 (03)