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Complex Systems and Clouds: A Self-Organization and Self-Management Perspective: Computer Science Reviews and Trends

Autor Dan C. Marinescu
en Limba Engleză Paperback – 3 oct 2016
Complex Systems and Clouds: A Self-Organization and Self-Management Perspective provides insights into the intricate world of self-organizing systems. Large scale distributed computer systems have evolved into very complex systems and are at the point where they need to borrow self-adapting organizing concepts from nature.
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


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