Machine learning and optimization models for optimization in cloud / edited by Punit Gupta, Mayank Kumar Goyal, Sudeshna Chakraborty, Ahmed A Elngar.
Material type:
TextPublisher: Boca Raton, FL : CRC Press, 2022Edition: First editionDescription: xiv, 204 pages : illustrations ; 25 cmContent type: - text
- unmediated
- volume
- 9781032028200
- 9781032028248
- 004.6782 23 GUP-M 2022 790340
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Includes bibliographical references and index.
Introduction to virtualization in cloud computing / Vijay Kumar Sharma, Arjun Singh, Jaya Krishna R, Amit Kumar Bairwa -- Machine learning, deep learning based optimization in multilayered cloud / Punit Gupta, Mayank Kumar Goyal -- Neural network based resource allocation model in multilayered cloud / Rohit Verma, Punit Gupta.
"Cloud computing has been a new trend in problem-solving and providing reliable computing platform for big and high computational tasks. This technique is used for business industries like banking, trading and many e-commerce businesses to accommodate high request rate, high availability for all time without stopping system and system failure"-- Provided by publisher.