Complex Systems and Clouds: A Self-Organization and Self-Management Perspective: Computer Science Reviews and Trends
Autor Dan C. Marinescuen Limba Engleză Paperback – 4 oct 2016
The book explores complexity in big distributed systems and in the natural processes in physics and chemistry, building a platform for understanding how self-organization in big distributed systems can be achieved. It goes beyond the theoretical description of self-organization to present principles for designing self-organizing systems, and concludes by showing the need for a paradigm shift in the development of large-scale systems from strictly deterministic to non-deterministic and adaptive.
- Analyzes the effect of self-organization applied to computer clouds
- Furthers research on principles of self-organization of computing and communication systems inspired by a wealth of self-organizing processes and phenomena in nature and society
- Presents a unique analysis of the field, with solutions and case studies
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Specificații
ISBN-13: 9780128040416
ISBN-10: 0128040416
Pagini: 238
Dimensiuni: 152 x 229 x 17 mm
Greutate: 0.35 kg
Editura: ELSEVIER SCIENCE
Seria Computer Science Reviews and Trends
ISBN-10: 0128040416
Pagini: 238
Dimensiuni: 152 x 229 x 17 mm
Greutate: 0.35 kg
Editura: ELSEVIER SCIENCE
Seria Computer Science Reviews and Trends
Cuprins
Chapter 1: Complex Systems
Chapter 2: Nature-Inspired Algorithms and Systems
Chapter 3: Managing Complexity of Large-Scale Cyber-Physical Systems
Chapter 4: Computer Clouds
Chapter 5: Cloud Self-Organization and Big Data Applications
Chapter 2: Nature-Inspired Algorithms and Systems
Chapter 3: Managing Complexity of Large-Scale Cyber-Physical Systems
Chapter 4: Computer Clouds
Chapter 5: Cloud Self-Organization and Big Data Applications
Notă biografică
Dan C. Marinescu was a Professor of Computer Science at Purdue University in West Lafayette, Indiana from 1984 till 2001 when he joined the Computer Science Department at the University of Central Florida. He has held visiting faculty positions at IBM T. J. Watson Research Center, Yorktown Heights, New York; Institute of Information Sciences, Beijing ; Scalable Systems Division of Intel Corporation; Deutsche Telecom; and INRIA Rocquancourt in France. In 2012 he was a Fulbright Professor at UTFSM (Universidad Tecnica Federico Santa Maria) in Valparaiso, Chile. His research interests cover parallel and distributed systems, cloud computing, scientific computing, and quantum computing and quantum information theory. He has published more than 220 papers in refereed journals and conference proceedings in these areas and authored three books. In 2007 he delivered the Boole Lecture at University College Cork, the school where George Boole taught from 1849 till his death in 1864. Dan Marinescu was the principal investigator of several grants from the National Science Foundation. In 2008 he was awarded a Earnest T.S. Walton fellowship from the Science Foundation of Ireland.