Complex Systems and Clouds. A Self-Organization and Self-Management Perspective – Ebook Instant Download/Delivery ISBN(s): 9780128040416,9780128040942,0128040416,0128040947
Product details:
- ISBN-10 : 0128040416
- ISBN-13 : 978-0128040416
- Author(s):
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.
Table contents:
- Dedication
- Preface
- 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
- Bibliography
- Index
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