Machine learning for cloud management

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書誌事項

タイトル
"Machine learning for cloud management"
責任表示
Jitendra Kumar ... [et al.]
出版者
  • CRC Press
出版年月
  • [2021]
書籍サイズ
26 cm

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注記

Content Type: text (rdacontent), Media Type: unmediated (rdamedia), Carrier Type: volume (rdacarrier)

Includes bibliographical references and index

Summary: "Machine Learning for Cloud Management explores cloud resource management through predictive modelling and virtual machine placement. The predictive approaches are developed using regression-based time series analysis and neural network models. The neural network-based models are primarily trained using evolutionary algorithms, and efficient virtual machine placement schemes are developed using multi-objective genetic algorithms. The book is ideal for researchers who are working in the domain of cloud computing"-- Provided by publisher

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