Edge Learning for Distributed Big Data Analytics (Hardcover)

Song Guo

ISBN 10: 1108832377 / ISBN 13: 9781108832373

Verlag: Cambridge University Press, Cambridge, 2022

Beschreibung

Hardcover. Discover this multi-disciplinary and insightful work, which integrates machine learning, edge computing, and big data. Presents the basics of training machine learning models, key challenges and issues, as well as comprehensive techniques including edge learning algorithms, and system design issues. Describes architectures, frameworks, and key technologies for learning performance, security, and privacy, as well as incentive issues in training/inference at the network edge. Intended to stimulate fruitful discussions, inspire further research ideas, and inform readers from both academia and industry backgrounds. Essential reading for experienced researchers and developers, or for those who are just entering the field. Introduces fundamental theory, basic and advanced algorithms, and system design issues. Essential reading for experienced researchers and developers, or for those who are just entering the field. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability. Bestandsnummer des Verkäufers 9781108832373

Bibliografische Details

Titel: Edge Learning for Distributed Big Data ...

Verlag: Cambridge University Press, Cambridge

Erscheinungsdatum: 2022

Einband: Hardcover

Zustand: new