Federated Learning Systems
Towards Next-Generation AI
This book covers the research area from multiple viewpoints including bibliometric analysis, reviews, empirical analysis, platforms, and future applications. The centralized training of deep learning and machine learning models not only incurs a high communication cost of data transfer into the cloud systems but also raises the privacy protection concerns of data providers. This book aims at targeting researchers and practitioners to delve deep into core issues in federated learning research to transform next-generation artificial intelligence applications. Federated learning enables the distribution of the learning models across the devices…
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Produktdetails
Weitere Autoren: Gaber, Mohamed Medhat (Hrsg.)
- ISBN: 978-3-030-70604-3
- EAN: 9783030706043
- Produktnummer: 36917910
- Verlag: Springer International Publishing
- Sprache: Englisch
- Erscheinungsjahr: 2021
- Seitenangabe: 196 S.
- Plattform: PDF
- Masse: 4'595 KB
- Auflage: 1st ed. 2021
- Reihenbandnummer: 965
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