Complex Systems and Clouds. A Self-Organization and Self-Management Perspective
β Scribed by Dan C. Marinescu
- Publisher
- Elsevier
- Year
- 2017
- Tongue
- English
- Leaves
- 228
- Series
- Computer Science Reviews and Trends
- Edition
- 1
- Category
- Library
No coin nor oath required. For personal study only.
β¦ Synopsis
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
β¦ Table of Contents
Content:
Front Matter,Copyright,Dedication,Preface βEntitled to full textChapter 1 - Complex Systems, Pages 1-32
Chapter 2 - Nature-Inspired Algorithms and Systems, Pages 33-63
Chapter 3 - Managing Complexity of Large-Scale Cyber-Physical Systems, Pages 65-112
Chapter 4 - Computer Clouds, Pages 113-145
Chapter 5 - Cloud Self-Organization and Big Data Applications, Pages 147-206
Bibliography, Pages 207-218
Index, Pages 219-223
β¦ Subjects
Computer systems;Management;Cloud computing
π SIMILAR VOLUMES
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