Mobile Edge Artificial Intelligence : Opportunities and Challenges /
Mobile Edge Artificial Intelligence: Opportunities and Challenges presents recent advances in wireless technologies and nonconvex optimization techniques for designing efficient edge AI systems. The book includes comprehensive coverage on modeling, algorithm design and theoretical analysis. Through...
| Main Authors: | , , , , |
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| Format: | software, multimedia |
| Language: | eng |
| Published: |
London : Academic Press,
2021
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| Subjects: | |
| Online Access: | https://www.sciencedirect.com/science/book/9780128238172 |
| _version_ | 1826472455254835200 |
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| author | Shi, Yuanming, author 651176 Yang, Kai, author 405286 Yang, Zhanpeng, author 651177 Zhou, Yong, author 651178 ScienceDirect (Online service) 7722 |
| author_facet | Shi, Yuanming, author 651176 Yang, Kai, author 405286 Yang, Zhanpeng, author 651177 Zhou, Yong, author 651178 ScienceDirect (Online service) 7722 |
| author_sort | Shi, Yuanming, author 651176 |
| collection | OCEAN |
| description | Mobile Edge Artificial Intelligence: Opportunities and Challenges presents recent advances in wireless technologies and nonconvex optimization techniques for designing efficient edge AI systems. The book includes comprehensive coverage on modeling, algorithm design and theoretical analysis. Through typical examples, the powerfulness of this set of systems and algorithms is demonstrated, along with their abilities to make low-latency, reliable and private intelligent decisions at network edge. With the availability of massive datasets, high performance computing platforms, sophisticated algorithms and software toolkits, AI has achieved remarkable success in many application domains. |
| first_indexed | 2024-03-05T17:18:45Z |
| format | software, multimedia |
| id | KOHA-OAI-TEST:605952 |
| institution | Universiti Teknologi Malaysia - OCEAN |
| language | eng |
| last_indexed | 2024-03-05T17:18:45Z |
| publishDate | 2021 |
| publisher | London : Academic Press, |
| record_format | dspace |
| spelling | KOHA-OAI-TEST:6059522023-10-10T01:04:31ZMobile Edge Artificial Intelligence : Opportunities and Challenges / Shi, Yuanming, author 651176 Yang, Kai, author 405286 Yang, Zhanpeng, author 651177 Zhou, Yong, author 651178 ScienceDirect (Online service) 7722 software, multimedia Electronic books 631902 London : Academic Press,©20212021engMobile Edge Artificial Intelligence: Opportunities and Challenges presents recent advances in wireless technologies and nonconvex optimization techniques for designing efficient edge AI systems. The book includes comprehensive coverage on modeling, algorithm design and theoretical analysis. Through typical examples, the powerfulness of this set of systems and algorithms is demonstrated, along with their abilities to make low-latency, reliable and private intelligent decisions at network edge. With the availability of massive datasets, high performance computing platforms, sophisticated algorithms and software toolkits, AI has achieved remarkable success in many application domains.Includes bibliographical references and indexPart 1. Introduction and overview -- Part 2. Edge inference -- Part 3. Edge training -- Part 4. Final part: conclusions and future directions.Mobile Edge Artificial Intelligence: Opportunities and Challenges presents recent advances in wireless technologies and nonconvex optimization techniques for designing efficient edge AI systems. The book includes comprehensive coverage on modeling, algorithm design and theoretical analysis. Through typical examples, the powerfulness of this set of systems and algorithms is demonstrated, along with their abilities to make low-latency, reliable and private intelligent decisions at network edge. With the availability of massive datasets, high performance computing platforms, sophisticated algorithms and software toolkits, AI has achieved remarkable success in many application domains.Mobile computingArtificial intelligenceEdge computinghttps://www.sciencedirect.com/science/book/9780128238172URN:ISBN:9780128238172Remote access restricted to users with a valid UTM ID via VPN. |
| spellingShingle | Mobile computing Artificial intelligence Edge computing Shi, Yuanming, author 651176 Yang, Kai, author 405286 Yang, Zhanpeng, author 651177 Zhou, Yong, author 651178 ScienceDirect (Online service) 7722 Mobile Edge Artificial Intelligence : Opportunities and Challenges / |
| title | Mobile Edge Artificial Intelligence : Opportunities and Challenges / |
| title_full | Mobile Edge Artificial Intelligence : Opportunities and Challenges / |
| title_fullStr | Mobile Edge Artificial Intelligence : Opportunities and Challenges / |
| title_full_unstemmed | Mobile Edge Artificial Intelligence : Opportunities and Challenges / |
| title_short | Mobile Edge Artificial Intelligence : Opportunities and Challenges / |
| title_sort | mobile edge artificial intelligence opportunities and challenges |
| topic | Mobile computing Artificial intelligence Edge computing |
| url | https://www.sciencedirect.com/science/book/9780128238172 |
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