Cloud Computing for Optimization: Foundations, Applications, and Challenges

✍ Scribed by Bhabani Shankar Prasad Mishra,Himansu Das,Satchidananda Dehuri,Alok Kumar Jagadev (eds.)

• Publisher: Springer International Publishing
• Year: 2018
• Tongue: English
• Leaves: 467
• Series: Studies in Big Data 39
• Edition: 1
• Category: Library

✦ Synopsis

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.

✦ Table of Contents

Front Matter ....Pages i-xiv
Nature Inspired Optimizations in Cloud Computing: Applications and Challenges (Janmenjoy Nayak, Bighnaraj Naik, A. K Jena, Rabindra K. Barik, Himansu Das)....Pages 1-26
Resource Allocation in Cloud Computing Using Optimization Techniques (Gopal Kirshna Shyam, Ila Chandrakar )....Pages 27-50
Energy Aware Resource Allocation Model for IaaS Optimization (A. Radhakrishnan, K. Saravanan)....Pages 51-71
A Game Theoretic Model for Cloud Federation (Benay Kumar Ray, Sunirmal Khatua, Sarbani Roy)....Pages 73-97
Resource Provisioning Strategy for Scientific Workflows in Cloud Computing Environment (Rajni Aron)....Pages 99-122
Consolidation in Cloud Environment Using Optimization Techniques (Ritesh Patel)....Pages 123-151
Virtual Machine Migration in Cloud Computing Performance, Issues and Optimization Methods (Preethi P. S. Rao, R. D. Kaustubh, Mydhili K. Nair, S. Kumaraswamy)....Pages 153-185
Frameworks to Develop SLA Based Security Metrics in Cloud Environment (Satya Ranjan Dash, Alo Sen, Pranab Kumar Bharimalla, Bhabani Shankar Prasad Mishra)....Pages 187-206
Security and Privacy at Cloud System (Nandita Sengupta)....Pages 207-234
Optimization of Security as an Enabler for Cloud Services and Applications (Varun M. Deshpande, Mydhili K. Nair, Ayush Bihani)....Pages 235-270
Internet of Cloud: Security and Privacy Issues (Allan Cook, Michael Robinson, Mohamed Amine Ferrag, Leandros A. Maglaras, Ying He, Kevin Jones et al.)....Pages 271-301
A Novel Extended-Cloud Based Approach for Internet of Things (Amitabha Chakrabarty, Tasnia Ashrafi Heya, Md. Arshad Hossain, Sayed Erfan Arefin, Kowshik Dipta Das Joy)....Pages 303-331
Data Sources and Datasets for Cloud Intrusion Detection Modeling and Evaluation (Abdulaziz Aldribi, Issa Traore, Belaid Moa)....Pages 333-366
Fog Assisted Cloud Computing in Era of Big Data and Internet-of-Things: Systems, Architectures, and Applications (Rabindra K. Barik, Harishchandra Dubey, Chinmaya Misra, Debanjan Borthakur, Nicholas Constant, Sapana Ashok Sasane et al.)....Pages 367-394
Secure Smart Vehicle Cloud Computing System for Smart Cities (Trupil Limbasiya, Debasis Das)....Pages 395-415
Video Transcoding Services in Cloud Computing Environment (Sampa Sahoo, Bibhudatta Sahoo, Ashok Kumar Turuk)....Pages 417-433
Vehicular Clouds: A Survey and Future Directions (Aida Ghazizadeh, Stephan Olariu)....Pages 435-463

✦ Subjects

Computational Intelligence