Edge Learning for Distributed Big Data Analytics

Edge Learning for Distributed Big Data Analytics

Theory, Algorithms, and System Design

Guo, Song; Qu, Zhihao

Cambridge University Press

02/2022

228

Dura

Inglês

9781108832373

15 a 20 dias

540

Descrição não disponível.
1. Introduction; 2. Preliminary; 3. Fundamental Theory and Algorithms of Edge Learning; 4. Communication-Efficient Edge Learning; 5. Computation Acceleration; 6. Efficient Training with Heterogeneous Data Distribution; 7. Security and Privacy Issues in Edge Learning Systems; 8. Edge Learning Architecture Design for System Scalability; 9. Incentive Mechanisms in Edge Learning Systems; 10. Edge Learning Applications.
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