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Swarm Intelligence for Cloud Computing



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ISBN 9780367030551
July 21, 2020 Forthcoming by Chapman and Hall/CRC
200 Pages - 97 B/W Illustrations

 
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Book Description

Swarm Intelligence in Cloud Computing is an invaluable treatise for researchers involved in delivering intelligent optimized solutions for reliable deployment, infrastructural stability and security issues of cloud based resources. Starting with a bird’s eye view on the prevalent state-of-art techniques, this book enriches the readers with the knowledge of evolving swarm intelligent optimized techniques for addressing different cloud computing issues including task scheduling, virtual machine allocation, load balancing and optimization, deadline handling, power-aware profiling, fault resilience, cost effective design and energy efficiency.

The book offers comprehensive coverage of the most essential topics, including:

  • Role of swarm intelligence on cloud computing services
  • Cloud resource sharing strategies
  • Cloud service provider selection
  • Dynamic task and resource scheduling
  • Data center resource management

Indrajit Pan is a PhD from Indian Institute of Engineering Science and Technology, Shibpur, India, and an Associate Professor in Information Technology of RCC Institute of Information Technology, India. With an academic experience of 14 years, he has around 40 research publications in different International journals, edited books and conference proceedings.

Mohamed Abd Elaziz is a Ph.D. from Zagazig University, Egypt and a lecturer with the Mathematical Department of Zagazig University. He is the author of more than 100 articles. His research interests include machine learning, signal processing, image processing, cloud computing, and evolutionary algorithms.

Siddhartha Bhattacharyya is a PhD from Jadavpur University, India, and a Professor in Computer Science and Engineering of Christ University, Bangalore. He has published than 230 research publications in international journals and conference proceedings in 20 years of academics.

Table of Contents

Chapter 1: A Survey of Swarm Intelligence for Task Scheduling in Cloud Computing

Ahmed A. Ewees, Neggaz Nabil, Rehab A. Ibrahim, Rania M. ELEraky

Chapter 2: Techniques for resource sharing in Cloud computing platform

BL Radhakrishnan, S.Sudhakar, R. V. Belfin, P.Karthikeyan, E. Kirubakaran, K. Martin Sagayam

Chapter 3: Swarm Intelligent Techniques for Cloud Service Provider Selection in a Multi-cloud Environment

Amany M. Mohamed, Hisham M. Abdelsalam

Chapter 4: Cloud Data Auditing under Dynamic Resource Scheduling through Ant Colony Optimization

Soumitra Sasmal, Indrajit Pan

Chapter 5: TS-GWO: IoT Tasks Scheduling in Cloud Computing using Grey Wolf Optimizer

Laith Abualigah, Mohammad Shehab, Mohammad Alshinwan, Hamzeh Alabool, Hayfa Y. Abuaddous,

Ahmad M. Khasawneh, Mofleh Al Diabat

Chapter 6: Fact-checking: Application-awareness in Data Centre Resource Management

Aaqif Afzaal Abbasi, Almas Abbasi, Mohammed A. A. Al-qaness, Ammar Hawbani, Ahmed A. Ewees, Yousif A. Alhaj

Chapter 7: Bio-inspired Optimization Algorithms for Multi-objective Task Scheduling in Cloud Computing Systems

Ajeena Beegom, M S Rajasree

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Editor(s)

Biography

Indrajit Pan is serving as Associate Professor of Information Technology Department at RCC Institute of Information Technology, Kolkata with an experience of 14 years in teaching. He has around forty research publications in different International journals, edited books and conference proceedings. Three research scholars are enrolled and working under his supervision for their doctoral dissertation. Indrajit has coauthored five published research volumes with prestigious publishers like John Wiley, CRC Press, De Gruyter and IGI Global. In addition to these he has coauthored four international journal proceedings with IEEE, USA and two International symposium proceedings with Springer Nature. He served as guest editor in International Journal of Hybrid Intelligence for special issue on Hybrid computational intelligence in big data analytics and cloud computing. Indrajit is the Senior member of IEEE, USA and Member of ACM, USA. His present research interest includes social network analysis and cloud computing.

Mohamed Abd Elaziz received the B.S. and M.S. degrees in Computer science from the Zagazig University, in 2008 and 2011, respectively. He received Ph.D. degree in mathematics and computer science from Zagazig University, Egypt in 2014. From 2008 to 2011, he was Assistant lecturer in Department of computer science. Since 2014, he has been a lecturer with the Mathematical Department, Zagazig University. He is the author of more than 100 articles. His research interests include machine learning, signal processing, image processing, cloud computing, Evolutionary algorithms. Mohamed has coauthored two published books.

Siddhartha Bhattacharyya is currently serving as a Professor in the Department of Computer Science and Engineering of Christ University, Bangalore. He served as the Principal of RCC Institute of Information Technology, Kolkata, India during 2017-2019. He is a co-author of 5 books and the co-editor of 45 books and has more than 250 research publications in international journals and conference proceedings to his credit. He has got two PCTs to his credit. He has been the member of the organizing and technical program committees of several national and international conferences. He is the Associate Editor of several reputed journals including Applied Soft Computing, IEEE Access, Evolutionary Intelligence and IET Quantum Communications. He is the editor of International Journal of Pattern Recognition Research and the founding Editor in Chief of International Journal of Hybrid Intelligence, Inderscience. His research interests include hybrid intelligence, pattern recognition, multimedia data processing, social networks and quantum computing. is currently serving as a Professor in the Department of Computer Science and Engineering of Christ University, Bangalore. He served as the Principal of RCC Institute of Information Technology, Kolkata, India during 2017-2019. He is a co-author of 5 books and the co-editor of 45 books and has more than 250 research publications in international journals and conference proceedings to his credit. He has got two PCTs to his credit. He has been the member of the organizing and technical program committees of several national and international conferences. He is the Associate Editor of several reputed journals including Applied Soft Computing, IEEE Access, Evolutionary Intelligence and IET Quantum Communications. He is the editor of International Journal of Pattern Recognition Research and the founding Editor in Chief of International Journal of Hybrid Intelligence, Inderscience. His research interests include hybrid intelligence, pattern recognition, multimedia data processing, social networks and quantum computing.