Swarm Intelligence for Cloud Computing

1. Auflage 2020
ISBN: 978-0-367-03055-1
Verlag: Taylor & Francis Ltd (Sales)

Buch, Englisch, 218 Seiten, Format (B × H): 156 mm x 234 mm, Gewicht: 485 g

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-the-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 an Associate Professor in Information Technology of RCC Institute of Information Technology, India. He received his PhD from Indian Institute of Engineering Science and Technology, Shibpur, India. With an academic experience of 14 years, he has published around 40 research publications in different international journals, edited books, and conference proceedings.

Mohamed Abd Elaziz is a Lecturer in the Mathematical Department of Zagazig University, Egypt. He received his PhD from the same 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 Professor in Computer Science and Engineering of Christ University, Bangalore. He received his PhD from Jadavpur University, India. He has published more than 230 research publications in international journals and conference proceedings in his 20 years of academic experience.

Zielgruppe

Academic

Autoren/Hrsg.

Pan, Indrajit

Elaziz, Mohamed Abd

Bhattacharyya, Siddhartha

Fachgebiete

• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Spiele-Programmierung, Rendering, Animation
• Mathematik | Informatik EDV | Informatik Professionelle Anwendung
• Mathematik | Informatik Mathematik Mathematik Allgemein
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Mining
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Software Engineering

Inhaltsverzeichnis

A Survey of Swarm Intelligence for Task Scheduling in Cloud Computing. Techniques for resource sharing in Cloud computing platform. Swarm Intelligent Techniques for Cloud Service Provider Selection in a Multi-cloud Environment. Cloud Data Auditing under Dynamic Resource Scheduling through Ant Colony Optimization. TS-GWO: IoT Tasks Scheduling in Cloud Computing using Grey Wolf Optimizer. Fact-checking: Application-awareness in Data Centre Resource Management. Bio-inspired Optimization Algorithms for Multi-objective Task Scheduling in Cloud Computing Systems.

Über Autor(innen)

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.