000 | 04161nam a22005535i 4500 | ||
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001 | 978-3-031-26936-3 | ||
003 | DE-He213 | ||
005 | 20240207153621.0 | ||
007 | cr nn 008mamaa | ||
008 | 230622s2023 sz | s |||| 0|eng d | ||
020 |
_a9783031269363 _9978-3-031-26936-3 |
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_a004.6782 _223 |
100 | 1 |
_aWang, Dong. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
245 | 1 | 0 |
_aSocial Edge Computing _h[electronic resource] : _bEmpowering Human-Centric Edge Computing, Learning and Intelligence / _cby Dong Wang, Daniel 'Yue' Zhang. |
250 | _a1st ed. 2023. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2023. |
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300 |
_aXVI, 172 p. 60 illus., 50 illus. in color. _bonline resource. |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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347 |
_atext file _bPDF _2rda |
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500 | _aAcceso multiusuario | ||
505 | 0 | _aA New Human-centric Computing Age at Edge -- Social Edge Trends and Applications -- Rational Social Edge Computing -- Taming Heterogeneity in Social Edge Computing -- Real-time AI in Social Edge -- Human-AI Interaction -- Privacy in Social Edge -- Further Readings -- Conclusion and Remaining Challenges. | |
520 | _aThe rise of the Internet of Things (IoT) and Artificial Intelligence (AI) leads to the emergence of edge computing systems that push the training and deployment of AI models to the edge of networks for reduced bandwidth cost, improved responsiveness, and better privacy protection, allowing for the ubiquitous AI that can happen anywhere and anytime. Motivated by the above trend, this book introduces a new computing paradigm, the Social Edge Computing (SEC), that empowers human-centric edge intelligent applications by revolutionizing the computing, intelligence, and the training of the AI models at the edge. The SEC paradigm introduces a set of critical human-centric challenges such as the rational nature of edge device owners, pronounced heterogeneity of the edge devices, real-time AI at the edge, human and AI interaction, and the privacy of the edge users. The book addresses these challenges by presenting a series of principled models and systems that enable the confluence of the computing capabilities of devices and the domain knowledge of the people, while explicitly addressing the unique concerns and constraints from humans. Compared to existing books in the field of edge computing, the vision of this book is unique: we focus on the social edge computing (SEC), an emerging paradigm at the intersection of edge computing, AI, and social computing. This book discusses the unique vision, challenges and applications in SEC. To our knowledge, keeping humans in the loop of edge intelligence has not been systematically reviewed and studied in an existing book. The SEC vision generalizes the current machine-to-machine interactions in edge computing (e.g., mobile edge computing literature), and machine-to-AI interactions (e.g., edge intelligence literature) into a holistic human-machine-AI ecosystem. . | ||
541 |
_fUABC ; _cPerpetuidad |
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650 | 0 | _aCloud Computing. | |
650 | 0 | _aArtificial intelligence. | |
650 | 0 | _aInternet of things. | |
650 | 1 | 4 | _aCloud Computing. |
650 | 2 | 4 | _aArtificial Intelligence. |
650 | 2 | 4 | _aInternet of Things. |
700 | 1 |
_aZhang, Daniel 'Yue'. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783031269356 |
776 | 0 | 8 |
_iPrinted edition: _z9783031269370 |
776 | 0 | 8 |
_iPrinted edition: _z9783031269387 |
856 | 4 | 0 |
_zLibro electrónico _uhttp://libcon.rec.uabc.mx:2048/login?url=https://doi.org/10.1007/978-3-031-26936-3 |
912 | _aZDB-2-SCS | ||
912 | _aZDB-2-SXCS | ||
942 | _cLIBRO_ELEC | ||
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