Gespeichert in:
| Weitere beteiligte Personen: | , , , |
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| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Boca Raton
CRC Press
2024
|
| Ausgabe: | First edition |
| Schlagwörter: | |
| Links: | https://doi.org/10.1201/9781003457176 https://doi.org/10.1201/9781003457176 |
| Zusammenfassung: | 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 management The reference work is for postgraduate students, professionals, and academic researchers in computer science and information technology |
| Umfang: | 1 Online-Ressource (xiii, 320 Seiten) |
| ISBN: | 9781003457176 |
| DOI: | 10.1201/9781003457176 |
Internformat
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Datensatz im Suchindex
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| spelling | 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 CRC Press 2024 1 Online-Ressource (xiii, 320 Seiten) txt rdacontent c rdamedia cr rdacarrier 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 management The reference work is for postgraduate students, professionals, and academic researchers in computer science and information technology TECHNOLOGY / Automation bisacsh COMPUTERS / Data Processing / Parallel Processing bisacsh Artificial intelligence 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-604 D, Lakshmi (DE-588)1339821915 edt Tiwari, Ravi Shekhar (DE-588)1331189225 edt Kumar Dhanaraj, Rajesh (DE-588)1267946458 edt Kadry, Seifedine 1977- (DE-588)118610144X edt Erscheint auch als Druck-Ausgabe, Paperback 9781032600154 Erscheint auch als Druck-Ausgabe, Hardcover 9781032598864 https://doi.org/10.1201/9781003457176 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Explainable AI (XAI) for sustainable development trends and applications TECHNOLOGY / Automation bisacsh COMPUTERS / Data Processing / Parallel Processing bisacsh Artificial intelligence 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 | TECHNOLOGY / Automation bisacsh COMPUTERS / Data Processing / Parallel Processing bisacsh Artificial intelligence Erklärbare künstliche Intelligenz (DE-588)1263068472 gnd Nachhaltigkeit (DE-588)4326464-5 gnd |
| topic_facet | TECHNOLOGY / Automation COMPUTERS / Data Processing / Parallel Processing Artificial intelligence Erklärbare künstliche Intelligenz Nachhaltigkeit Aufsatzsammlung |
| url | https://doi.org/10.1201/9781003457176 |
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