Soft Computing Principles and Integration for Real-Time Service-Oriented Computing (Hardcover)

Punit Gupta

ISBN 10: 1032551887 / ISBN 13: 9781032551883

Editore: Taylor & Francis Ltd, London, 2024

Hardcover. In recent years, soft computing techniques have emerged as a successful tool to understand and analyze the collective behavior of service- oriented computing software. Algorithms and mechanisms of self- organization of complex natural systems have been used to solve problems, particularly in complex systems, which are adaptive, ever- evolving, and distributed in nature across the globe. What fits more perfectly into this scenario other than the rapidly developing era of Fog, IoT, and Edge computing environment? Service- oriented computing can be enhanced with soft computing techniques embedded inside the Cloud, Fog, and IoT systems.Soft Computing Principles and Integration for Real-Time Service-Oriented Computing explores soft computing techniques that have wide application in interdisciplinary areas. These soft computing techniques provide an optimal solution to the optimization problem using single or multiple objectives.The book focuses on basic design principles and analysis of soft computing techniques. It discusses how soft computing techniques can be used to improve quality-of-service in serviceoriented architectures. The book also covers applications and integration of soft computing techniques with a service- oriented computing paradigm. Highlights of the book include:A general introduction to soft computing An extensive literature study of soft computing techniques and emerging trends Soft computing techniques based on the principles of artificial intelligence, fuzzy logic, and neural networks The implementation of SOC with a focus on service composition and orchestration, quality of service (QoS) considerations, security and privacy concerns, governance challenges, and the integration of legacy systemsThe applications of soft computing in adaptive service composition, intelligent service recommendation, fault detection and diagnosis, SLA management, and securitySuch principles underlying SOC as loose coupling, reusability, interoperability, and abstractionAn IoT based framework for real time data collection and analysis using soft computing The book covers soft computing techniques that provide an optimal solution to the optimization problem using single or multiple objectives. The book focuses on basic design principles and analysis of these techniques. These techniques can be used to improve the quality of service in software based on a service-oriented architecture Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Codice articolo 9781032551883

Riassunto:

In recent years, soft computing techniques have emerged as a successful tool to understand and analyze the collective behavior of service- oriented computing software. Algorithms and mechanisms of self- organization of complex natural systems have been used to solve problems, particularly in complex systems, which are adaptive, ever- evolving, and distributed in nature across the globe. What fits more perfectly into this scenario other than the rapidly developing era of Fog, IoT, and Edge computing environment? Service- oriented computing can be enhanced with soft computing techniques embedded inside the Cloud, Fog, and IoT systems.

Soft Computing Principles and Integration for Real-Time Service-Oriented Computing explores soft computing techniques that have wide application in interdisciplinary areas. These soft computing techniques provide an optimal solution to the optimization problem using single or multiple objectives.The book focuses on basic design principles and analysis of soft computing techniques. It discusses how soft computing techniques can be used to improve quality-of-service in serviceoriented architectures. The book also covers applications and integration of soft computing techniques with a service- oriented computing paradigm. Highlights of the book include:

• A general introduction to soft computing

• An extensive literature study of soft computing techniques and emerging trends

• Soft computing techniques based on the principles of artificial intelligence, fuzzy logic, and neural networks

• The implementation of SOC with a focus on service composition and orchestration, quality of service (QoS) considerations, security and privacy concerns, governance challenges, and the integration of legacy systems
• The applications of soft computing in adaptive service composition, intelligent service recommendation, fault detection and diagnosis, SLA management, and security
• Such principles underlying SOC as loose coupling, reusability, interoperability, and abstraction
• An IoT based framework for real time data collection and analysis using soft computing

Informazioni sull?autore:

Dr. Punit Gupta is currently working as associate professor in the department of computer and communication engineering at Manipal University Jaipur, India.

Prof. Dinesh Kumar Saini is a full professor at the School of Computing and Information Technology, Manipal University.

Dr. Kashif Zia is currently working as an associate professor in the faculty of computing and information technology, Sohar University, Oman.

Dati bibliografici

Titolo: Soft Computing Principles and Integration ...
Casa editrice: Taylor & Francis Ltd, London
Data di pubblicazione: 2024
Legatura: Hardcover
Condizione: new