Machine learning for cloud management

Kumar, Jitendra, Singh, Ashutosh Kumar, Mohan, Anand (Of Indian Institute of Technology), Buyya, Rajkumar

Machine learning for cloud management

Web Site CiNii 所蔵館 1館

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

Machine learning for cloud management

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Machine learning for cloud management

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