Explainable AI (XAI) for sustainable development: trends and applications
"This book presents innovative research works to automate, innovate, design, and deploy AI for Real-World Applications. It discussed AI applications in major cutting-edge technologies and details about deployment solutions for different applications for sustainable development. The application...
Gespeichert in:
| Weitere Verfasser: | , , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Boca Raton ; London ; New York
CRC Press
2024
|
| Ausgabe: | First edition |
| Schlagworte: | |
| Zusammenfassung: | "This book presents innovative research works to automate, innovate, design, and deploy AI for Real-World Applications. It discussed 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 management The reference work is for postgraduate students, professionals, and academic researchers in computer science and information technology"-- |
| Beschreibung: | xiii, 320 Seiten |
| ISBN: | 9781032598864 9781032600154 |
Internformat
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| 250 | |a First edition | ||
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| 520 | 3 | |a "This book presents innovative research works to automate, innovate, design, and deploy AI for Real-World Applications. It discussed 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 management The reference work is for postgraduate students, professionals, and academic researchers in computer science and information technology"-- | |
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Datensatz im Suchindex
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| author2 | D, Lakshmi Tiwari, Ravi Shekhar Kumar Dhanaraj, Rajesh Kadry, Seifedine 1977- |
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| building | Verbundindex |
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| dewey-ones | 628 - Sanitary engineering |
| dewey-raw | 628.0285/63 |
| dewey-search | 628.0285/63 |
| dewey-sort | 3628.0285 263 |
| dewey-tens | 620 - Engineering and allied operations |
| discipline | Informatik Bauingenieurwesen Soziologie |
| edition | First edition |
| format | Book |
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| spelling | D, Lakshmi (DE-588)1339821915 edt Explainable AI (XAI) for sustainable development trends and applications edited by Lakshmi D, Ravi Shekhar Tiwari, Rajesh Kumar Dhanaraj, and Seifedine Kadry First edition Boca Raton ; London ; New York CRC Press 2024 xiii, 320 Seiten txt rdacontent n rdamedia nc rdacarrier "This book presents innovative research works to automate, innovate, design, and deploy AI for Real-World Applications. It discussed 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 management The reference work is for postgraduate students, professionals, and academic researchers in computer science and information technology"-- Sustainable engineering Artificial intelligence Industrial applications Internet of things Erklärbare künstliche Intelligenz (DE-588)1263068472 gnd rswk-swf Nachhaltigkeit (DE-588)4326464-5 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Erklärbare künstliche Intelligenz (DE-588)1263068472 s Nachhaltigkeit (DE-588)4326464-5 s DE-188 Tiwari, Ravi Shekhar (DE-588)1339820277 edt Kumar Dhanaraj, Rajesh (DE-588)1267946458 edt Kadry, Seifedine 1977- (DE-588)118610144X edt Erscheint auch als Online-Ausgabe 978-1-00-345717-6 |
| spellingShingle | Explainable AI (XAI) for sustainable development trends and applications Sustainable engineering Artificial intelligence Industrial applications Internet of things Erklärbare künstliche Intelligenz (DE-588)1263068472 gnd Nachhaltigkeit (DE-588)4326464-5 gnd |
| subject_GND | (DE-588)1263068472 (DE-588)4326464-5 (DE-588)4143413-4 |
| title | Explainable AI (XAI) for sustainable development trends and applications |
| title_auth | Explainable AI (XAI) for sustainable development trends and applications |
| title_exact_search | Explainable AI (XAI) for sustainable development trends and applications |
| title_full | Explainable AI (XAI) for sustainable development trends and applications edited by Lakshmi D, Ravi Shekhar Tiwari, Rajesh Kumar Dhanaraj, and Seifedine Kadry |
| title_fullStr | Explainable AI (XAI) for sustainable development trends and applications edited by Lakshmi D, Ravi Shekhar Tiwari, Rajesh Kumar Dhanaraj, and Seifedine Kadry |
| title_full_unstemmed | Explainable AI (XAI) for sustainable development trends and applications edited by Lakshmi D, Ravi Shekhar Tiwari, Rajesh Kumar Dhanaraj, and Seifedine Kadry |
| title_short | Explainable AI (XAI) for sustainable development |
| title_sort | explainable ai xai for sustainable development trends and applications |
| title_sub | trends and applications |
| topic | Sustainable engineering Artificial intelligence Industrial applications Internet of things Erklärbare künstliche Intelligenz (DE-588)1263068472 gnd Nachhaltigkeit (DE-588)4326464-5 gnd |
| topic_facet | Sustainable engineering Artificial intelligence Industrial applications Internet of things Erklärbare künstliche Intelligenz Nachhaltigkeit Aufsatzsammlung |
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