Strategic Management of Cloud Service Portfolio Using Genetic Algorithm

被引：0
作者：
Semenov, Viktor P. [1 ]
Andreevskiy, Igor L. [2 ]
Sokolov, Roman, V [2 ]
机构：
[1] St Petersburg Electrotech Univ LETI, St Petersburg, Russia
[2] St Petersburg State Univ Econ, St Petersburg, Russia
来源：
PROCEEDINGS OF 2019 XXII INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND MEASUREMENTS (SCM) | 2019年
关键词：
strategic management; cloud services portfolio; genetic algorithm;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
The article proposes a static model of strategic portfolio management of cloud services, a distinctive feature of which is the assessment of the information security of the service portfolio. A dynamic model for the strategic management of the cloud services portfolio has been built, taking into account the dynamics of sales of services. The methods for performing calculations on the proposed models are given. The method of portfolio formation based on the genetic algorithm supported by the MATHLAB package is considered.
引用
收藏
页码：266 / 268
页数：3
相关论文
共 50 条
  • [31] Optimized Service Chain Placement Using Genetic Algorithm
    Khoshkholghi, Mohammad Ali
    Taheri, Javid
    Bhamare, Deval
    Kassler, Andreas
    PROCEEDINGS OF THE 2019 IEEE CONFERENCE ON NETWORK SOFTWARIZATION (NETSOFT 2019), 2019, : 472 - 479
  • [32] QoS decomposition for service composition using genetic algorithm
    Mardukhi, Farhad
    NematBakhsh, Naser
    Zamanifar, Kamran
    Barati, Asghar
    APPLIED SOFT COMPUTING, 2013, 13 (07) : 3409 - 3421
  • [33] Project Portfolio Management and Information Technology Strategic Alignment
    de Araujo, Marcos
    Storopoli, Jose
    Rabechini Jr, Roque
    INTERNATIONAL JOURNAL OF INNOVATION AND TECHNOLOGY MANAGEMENT, 2021, 18 (08)
  • [34] INFLUENCE OF STRATEGIC MANAGEMENT PROJECT PORTFOLIO IN TECHNOLOGICAL DEVELOPMENT
    Julio, Luciana Reis
    Piscopo, Marcos Roberto
    REVISTA DE GESTAO E PROJETOS, 2013, 4 (02): : 238 - 251
  • [35] Virtualized Load Balancer for Hybrid Cloud Using Genetic Algorithm
    Manikandan, S.
    Chinnadurai, M.
    INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2022, 32 (03) : 1459 - 1466
  • [36] Multi-objective Optimization of Cloud Manufacturing Service Composition with Cloud-Entropy Enhanced Genetic Algorithm
    Li, Yongxiang
    Yao, Xifan
    Zhou, Jifeng
    STROJNISKI VESTNIK-JOURNAL OF MECHANICAL ENGINEERING, 2016, 62 (10): : 577 - 590
  • [37] The mean-Value at Risk static portfolio optimization using genetic algorithm
    Rankovic, Vladimir
    Drenovak, Mikica
    Stojanovic, Boban
    Kalinic, Zoran
    Arsovski, Zora
    COMPUTER SCIENCE AND INFORMATION SYSTEMS, 2014, 11 (01) : 89 - 109
  • [38] Portfolio selection with fuzzy MCDM using genetic algorithm - Application of financial engineering
    Wang, Hsing-Wen
    Proceedings of the 17th IASTED International Conference on Modelling and Simulation, 2006, : 597 - 602
  • [39] Optimum portfolio selection using a hybrid genetic algorithm and analytic hierarchy process
    Solimanpur, Maghsoud
    Mansourfar, Gholamreza
    Ghayour, Farzad
    STUDIES IN ECONOMICS AND FINANCE, 2015, 32 (03) : 379 - 394
  • [40] Using genetic algorithm to support portfolio optimization for the TSEC Taiwan 50 Index
    Hsieh, Chun-Hung
    Chen, Tung-Shou
    Huang, Mei-Ling
    Guo, Yi-Shiuan
    PROCEEDINGS OF THE SIXTH INTERNATIONAL CONFERENCE ON INFORMATION AND MANAGEMENT SCIENCES, 2007, 6 : 677 - 680
12345