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Complex Systems and Clouds
A Self-Organization and Self-Management Perspective
As a guide to complex systems and computer clouds, this book provides insights into the intricate world of self-organizing systems
Dan C. Marinescu (Author)
9780128040416, Elsevier Science
Paperback, published 4 October 2016
238 pages
22.9 x 15.1 x 1.6 cm, 0.45 kg
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.
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
Subject Areas: Distributed systems [UTR], Computer networking & communications [UT], Databases & the Web [UNN], Grid & parallel computing [UKG], Internet: general works [UBW]
