Swarm Intelligence for Cloud Computing
暫譯: 雲端運算中的群體智慧
Pan, Indrajit, Elaziz, Mohamed Abd, Bhattacharyya, Siddhartha
商品描述
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.
商品描述(中文翻譯)
雲端計算中的群體智慧是一本對於從事提供智能優化解決方案的研究者來說極具價值的著作，旨在解決雲端資源的可靠部署、基礎設施穩定性和安全性問題。本書從當前最先進技術的全景視角開始，豐富讀者對於不斷演變的群體智能優化技術的知識，這些技術用於解決不同的雲端計算問題，包括任務排程、虛擬機分配、負載平衡與優化、截止日期處理、電源感知分析、故障韌性、成本效益設計和能源效率。
本書全面涵蓋了最重要的主題，包括：
- 群體智慧在雲端計算服務中的角色
- 雲端資源共享策略
- 雲端服務提供者選擇
- 動態任務與資源排程
- 數據中心資源管理
Indrajit Pan 是印度 RCC 資訊技術學院的資訊技術副教授。他在印度 Shibpur 的印度工程科學與技術學院獲得博士學位。擁有 14 年的學術經驗，他在不同的國際期刊、編輯書籍和會議論文集中發表了約 40 篇研究論文。
Mohamed Abd Elaziz 是埃及 Zagazig 大學數學系的講師。他在同一所大學獲得博士學位。他是超過 100 篇文章的作者，研究興趣包括機器學習、信號處理、影像處理、雲端計算和進化演算法。
Siddhartha Bhattacharyya 是印度班加羅爾基督大學的計算機科學與工程教授。他在印度 Jadavpur 大學獲得博士學位。在 20 年的學術經驗中，他在國際期刊和會議論文集中發表了超過 230 篇研究論文。
作者簡介
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.
作者簡介(中文翻譯)
Indrajit Pan 目前擔任印度加爾各答RCC資訊科技學院資訊科技系的副教授，擁有14年的教學經驗。他在不同的國際期刊、編輯書籍和會議論文集中發表了約四十篇研究論文。三位研究學者正在他的指導下進行博士論文的研究。Indrajit與John Wiley、CRC Press、De Gruyter和IGI Global等知名出版社共同撰寫了五本已出版的研究專著。此外，他還與美國IEEE共同撰寫了四篇國際期刊論文集，並與Springer Nature合作發表了兩篇國際研討會論文集。他曾擔任《國際混合智慧期刊》的特刊客座編輯，主題為大數據分析和雲計算中的混合計算智慧。Indrajit是美國IEEE的資深會員及美國ACM的會員。他目前的研究興趣包括社交網絡分析和雲計算。
Mohamed Abd Elaziz於2008年和2011年分別在Zagazig大學獲得計算機科學的學士和碩士學位。他於2014年在埃及Zagazig大學獲得數學和計算機科學的博士學位。從2008年到2011年，他在計算機科學系擔任助理講師。自2014年以來，他一直在Zagazig大學數學系擔任講師。他是超過100篇文章的作者。他的研究興趣包括機器學習、信號處理、影像處理、雲計算和進化演算法。Mohamed共同撰寫了兩本已出版的書籍。
Siddhartha Bhattacharyya 目前擔任班加羅爾基督大學計算機科學與工程系的教授。他曾於2017年至2019年擔任印度加爾各答RCC資訊科技學院的院長。他是5本書的共同作者和45本書的共同編輯，並在國際期刊和會議論文集中發表了超過250篇研究論文。他擁有兩項PCT專利。他曾是多個國內外會議的組織和技術程序委員會成員。他是多本知名期刊的副編輯，包括《應用軟體計算》、《IEEE Access》、《進化智慧》和《IET量子通信》。他是《國際模式識別研究期刊》的編輯，以及《國際混合智慧期刊》（Inderscience）的創始主編。他的研究興趣包括混合智慧、模式識別、多媒體數據處理、社交網絡和量子計算。
