Explainable AI (XAI) for Sustainable Development: Trends and Applications

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Synopsis
This book presents innovative research works to automate, innovate, design, and deploy AI fo real-world applications. It discusses AI applications in major cutting-edge technologies and details about deployment solutions for different applications for sustainable development. The application of Blockchain techniques illustrates the ways of optimisation algorithms in this book. The challenges associated with AI deployment are also discussed in detail, and edge computing with machine learning solutions is explained. This book provides multi-domain applications of AI to the readers to help find innovative methods towards the business, sustainability, and customer outreach paradigms in the AI domain.• Focuses on virtual machine placement and migration techniques for cloud data centres• Presents the role of machine learning and meta-heuristic approaches for optimisation in cloud computing services• Includes application of placement techniques for quality of service, performance, and reliability improvement• Explores data centre resource management, load balancing and orchestration using machine learning techniques• Analyses dynamic and scalable resource scheduling with a focus on resource managementThe reference work is for postgraduate students, professionals, and academic researchers in computer science and information technology.
Copyright:
2024

Book Details

Book Quality:
Publisher Quality
ISBN-13:
9781040038871
Related ISBNs:
9781040038833, 9781032598864, 9781003457176
Publisher:
CRC Press
Date of Addition:
Copyrighted By:
selection and editorial matter, Lakshmi D., Ravi Shekhar Tiwari, Rajesh Kumar Dhanaraj and Seifedine Kadry
Adult content:
No
Language:
English
Has Image Descriptions:
No
Categories:
Nonfiction, Computers and Internet, Technology
Submitted By:
Bookshare Staff
Usage Restrictions:
This is a copyrighted book.
Edited by:
Lakshmi D
Edited by:
Ravi Shekhar Tiwari
Edited by:
Rajesh Kumar Dhanaraj
Edited by:
Seifedine Kadry

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