Cloud computing for optimization : foundations, applications, and challenges / Bhabani Shankar Prasad Mishra, Himansu Das, Satchidananda Dehuri, Alok Kumar Jagadev, editors.
2018
QA76.585
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Title
Cloud computing for optimization : foundations, applications, and challenges / Bhabani Shankar Prasad Mishra, Himansu Das, Satchidananda Dehuri, Alok Kumar Jagadev, editors.
ISBN
9783319736761 (electronic book)
3319736760 (electronic book)
9783319736754
3319736760 (electronic book)
9783319736754
Published
Cham, Switzerland : Springer, 2018.
Language
English
Description
1 online resource.
Other Standard Identifiers
10.1007/978-3-319-73676-1 doi
Call Number
QA76.585
Dewey Decimal Classification
004.67/82
Summary
This book discusses harnessing the real power of cloud computing in optimization problems, presenting state-of-the-art computing paradigms, advances in applications, and challenges concerning both the theories and applications of cloud computing in optimization with a focus on diverse fields like the Internet of Things, fog-assisted cloud computing, and big data. In real life, many problems – ranging from social science to engineering sciences – can be identified as complex optimization problems. Very often these are intractable, and as a result researchers from industry as well as the academic community are concentrating their efforts on developing methods of addressing them. Further, the cloud computing paradigm plays a vital role in many areas of interest, like resource allocation, scheduling, energy management, virtualization, and security, and these areas are intertwined with many optimization problems. Using illustrations and figures, this book offers students and researchers a clear overview of the concepts and practices of cloud computing and its use in numerous complex optimization problems.
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Access limited to authorized users.
Digital File Characteristics
text file PDF
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed March 8, 2018).
Added Author
Mishra, Bhabani Shankar Prasad, editor.
Das, Himansu, editor.
Dehuri, Satchidananda, editor.
Jagadev, Alok Kumar, editor.
Das, Himansu, editor.
Dehuri, Satchidananda, editor.
Jagadev, Alok Kumar, editor.
Series
Studies in big data ; v. 39.
Available in Other Form
Print version: 9783319736754
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Table of Contents
Nature Inspired Optimizations in Cloud Computing: Applications and Challenges.- Resource Allocation in Cloud Computing Using OptimizationTechniques.- Energy Aware Resource Allocation Model for IaaS Optimization.- A Game Theoretic Model for Cloud Federation
Resource Provisioning Strategy for Scientific Workflows in Cloud Computing Environment
Consolidation in Cloud Environment Using Optimization Techniques.
Resource Provisioning Strategy for Scientific Workflows in Cloud Computing Environment
Consolidation in Cloud Environment Using Optimization Techniques.