Edge Learning for Distributed Big Data Analytics: Theory, Algorithms, and System Design

by Song Guo and Zhihao Qu

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...

• Format: Hardcover
• Language: English
• ISBN: 1108832377
• ISBN13: 9781108832373
• Release Date: April 2022
• Publisher: Cambridge University Press
• Length: 228 Pages
• Weight: 1.10 lbs.
• Dimensions: 0.6" x 6.9" x 9.9"