Buch, Englisch, 238 Seiten, Format (B × H): 229 mm x 154 mm, Gewicht: 396 g
A Self-Organization and Self-Management Perspective
Buch, Englisch, 238 Seiten, Format (B × H): 229 mm x 154 mm, Gewicht: 396 g
Reihe: Computer Science Reviews and Trends
ISBN: 978-0-12-804041-6
Verlag: Elsevier Science Publishing Co Inc
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.
Autoren/Hrsg.
Fachgebiete
- Mathematik | Informatik Mathematik Mathematik Interdisziplinär Systemtheorie
- Interdisziplinäres Wissenschaften Wissenschaften: Forschung und Information Kybernetik, Systemtheorie, Komplexe Systeme
- Technische Wissenschaften Technik Allgemein Systems Engineering
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
- Mathematik | Informatik EDV | Informatik Computerkommunikation & -vernetzung Cloud-Computing, Grid-Computing
Weitere Infos & Material
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