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Advanced computing techniques for optimization in cloud /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Advanced computing techniques for optimization in cloud /edited by H S Madhusudhan, Punit Gupta, and Pradeep Singh Rawat.
other author:	Gupta, Punit,
Description:	xiv, 248 pages :illustrations. ;24 cm.
Notes:	"A Chapman & Hall Book" - from cover.
Subject:	Cloud computingManagement.
ISBN:	9781003457152

Advanced computing techniques for optimization in cloud /
Advanced computing techniques for optimization in cloud /edited by H S Madhusudhan, Punit Gupta, and Pradeep Singh Rawat. - First edition. - xiv, 248 pages :illustrations. ;24 cm. - Chapman & Hall/distributed computing and intelligent data analytics series.

"A Chapman & Hall Book" - from cover.

Includes bibliographical references and index.

Introduction to next generation optimization in cloud computing services / Prateek Kumar Soni, Harshita Dhurwe -- Challenges and open issues in cloud computing services / Prateek Kumar Soni, Harshita Dhurwe -- Resource management in cloud using nature inspired algorithm / Pradeep Singh Rawat, Prateek Kumar Soni.

"This book focuses on the current trends in research and analysis of virtual machine placement in a cloud data center. It discusses the integration of machine learning models and meta-heuristic approaches for placement techniques. Taking into consideration the challenges of energy-efficient resource management in cloud data centers, it emphasizes upon computing resources being suitably utilised to serve application workloads in order to reduce energy utilisation, while maintaining apt performance. This book provides information on fault-tolerant mechanisms in the cloud and provides an outlook on task scheduling techniques. Focuses on virtual machine placement and migration techniques for cloud data centers. Presents the role of machine learning and meta-heuristic approaches for optimisation in cloud computing services. Includes application of placement techniques for quality of service, performance, and reliability improvement. Explores data center resource management, load balancing and orchestration using machine learning techniques. Analyses dynamic and scalable resource scheduling with a focus on resource management. The text is for postgraduate students, professionals, and academic researchers working in the fields of computer science and information technology"--

ISBN: 9781003457152

LCCN: 2024014417Subjects--Topical Terms:

544788
Cloud computing
--Management.

LC Class. No.: QA76.585 / .A376 2025

Dewey Class. No.: 004.67/82

Advanced computing techniques for optimization in cloud /
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020 $a 1003457150 $q electronic book
020 $a 9781040112663 $q electronic book
020 $a 1040112668 $q electronic book
020 $z 9781032600079 $q hardcover
020 $z 9781032600093 $q paperback
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050 0 4 $a QA76.585 $b .A376 2025
082 0 0 $a 004.67/82 $2 23/eng/20240729 $1 https://id.oclc.org/worldcat/ddc/E4bY4DxF8yKgQ68VJcHv7fTtb8
245 0 0 $a Advanced computing techniques for optimization in cloud / $c edited by H S Madhusudhan, Punit Gupta, and Pradeep Singh Rawat.
250 $a First edition.
264 1 $a Boca Raton, FL : $b CRC Press, $c 2025.
264 4 $c ©2025
300 $a xiv, 248 pages : $b illustrations. ; $c 24 cm.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
490 0 $a Chapman & Hall/distributed computing and intelligent data analytics series
500 $a "A Chapman & Hall Book" - from cover.
504 $a Includes bibliographical references and index.
505 2 $a Introduction to next generation optimization in cloud computing services / Prateek Kumar Soni, Harshita Dhurwe -- Challenges and open issues in cloud computing services / Prateek Kumar Soni, Harshita Dhurwe -- Resource management in cloud using nature inspired algorithm / Pradeep Singh Rawat, Prateek Kumar Soni.
520 $a "This book focuses on the current trends in research and analysis of virtual machine placement in a cloud data center. It discusses the integration of machine learning models and meta-heuristic approaches for placement techniques. Taking into consideration the challenges of energy-efficient resource management in cloud data centers, it emphasizes upon computing resources being suitably utilised to serve application workloads in order to reduce energy utilisation, while maintaining apt performance. This book provides information on fault-tolerant mechanisms in the cloud and provides an outlook on task scheduling techniques. Focuses on virtual machine placement and migration techniques for cloud data centers. Presents the role of machine learning and meta-heuristic approaches for optimisation in cloud computing services. Includes application of placement techniques for quality of service, performance, and reliability improvement. Explores data center resource management, load balancing and orchestration using machine learning techniques. Analyses dynamic and scalable resource scheduling with a focus on resource management. The text is for postgraduate students, professionals, and academic researchers working in the fields of computer science and information technology"-- $c Provided by publisher.
588 $a Description based on online resource; title from digital title page (viewed on November 12, 2024).
650 0 $a Cloud computing $x Management. $3 544788
650 0 $a Virtual computer systems $x Management. $3 1009483
650 0 $a Machine learning $x Management. $3 1009484
650 0 $a Data processing service centers $x Management. $3 348340
650 6 $a Centres de traitement de l'information $x Gestion. $3 1009485
650 6 $a Systèmes virtuels (Informatique) $x Gestion. $0 (CaQQLa)201-0380063 $3 1009517
650 6 $a Apprentissage automatique $x Gestion. $0 (CaQQLa)201-0380063 $3 1009487
650 0 $a Data centers $x Management. $3 996920
700 1 $a Gupta, Punit, $e editor. $1 https://id.oclc.org/worldcat/entity/E39PCjGMRkCDdrhmpYmf3WmTVy $3 1009481
700 1 $a Rawat, Pradeep Singh, $e editor. $3 1009482
700 1 $a S., Madhusudhan H., $e editor. $3 1009480
776 0 8 $i Print version: $t Advanced computing techniques for optimization in cloud $b First edition. $d Boca Raton : C&H/CRC Press, 2025 $z 9781032600079 $w (DLC) 2024014416
994 $a C0 $b TWNUK