{"product_id":"soft-computing-principles-and-integration-for-real-time-service-oriented-computing-9781032551883","title":"Soft Computing Principles and Integration for Real-Time Service-Oriented Computing","description":"\u003cp\u003e • Author(s): Punit Gupta\u003cbr\u003e • Publisher: Taylor \u0026amp; Francis\u003cbr\u003e • Publisher Imprint: Auerbach Publications\u003cbr\u003e • BISAC: Software Development \u0026amp; Engineering - Systems Analysis \u0026amp; Desi\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eIn 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.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eSoft Computing Principles and Integration for Real-Time Service-Oriented Computing\u003c\/b\u003e 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: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eA general introduction to soft computing\u003c\/li\u003e \u003cli\u003e \u003cp\u003eAn extensive literature study of soft computing techniques and emerging trends\u003c\/p\u003e \u003c\/li\u003e \u003cli\u003e \u003cp\u003eSoft computing techniques based on the principles of artificial intelligence, fuzzy logic, and neural networks\u003c\/p\u003e \u003c\/li\u003e \u003c\/ul\u003e\u003cul\u003e \u003cli\u003eThe 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\u003c\/li\u003e \u003cli\u003eThe applications of soft computing in adaptive service composition, intelligent service recommendation, fault detection and diagnosis, SLA management, and security\u003c\/li\u003e \u003cli\u003eSuch principles underlying SOC as loose coupling, reusability, interoperability, and abstraction\u003c\/li\u003e \u003cli\u003eAn IoT based framework for real time data collection and analysis using soft computing\u003c\/li\u003e \u003c\/ul\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Hardcover","offer_id":45243045150871,"sku":"9781032551883","price":15501.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781032551883.webp?v=1769233665","url":"https:\/\/atlanticbooks.com\/products\/soft-computing-principles-and-integration-for-real-time-service-oriented-computing-9781032551883","provider":"Atlantic Books","version":"1.0","type":"link"}