|Complex Systems and Clouds : A Self-Organization and Self-Management Perspective
|Dan c. Marinescu
|Type de document :
|Amsterdam [The Netherlands] : Elsevier, 2017
|Article en page(s) :
|XIII, 223 p.
|Computer science reviews and trends
|Index. décimale :
|Self-organizing systems ; Computer systems--Management ; Cloud computing ; Electronic data processing--Distributed processing
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
Computer Science graduate students and researchers in networking, cloud computing, computer architecture, distributed computing, grid computing, and self-organizing systems
|004.068 MAR C
|Royal Military Academy