複雑系とクラウド：自己組織化と自己管理 Complex Systems and Clouds : A Self-Organization and Self-Management Perspective

著者名：Marinescu, Dan C.

Elsevier（2016/10/15発売）

• 言語：ENG
• ISBN：9780128040416
• eISBN：9780128040942

Description

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

Table of Contents

Chapter 1: Complex SystemsChapter 2: Nature-Inspired Algorithms and SystemsChapter 3: Managing Complexity of Large-Scale Cyber-Physical SystemsChapter 4: Computer CloudsChapter 5: Cloud Self-Organization and Big Data Applications