Machine Learning for Edge Computing: Frameworks, Patterns and Best Practices

Amitoj Singh & Vinay Kukreja & Taghi Javdani Gandomani

DOI

Artificial Intelligence Computation Offloading Data Science Deep learning Distributed Computing Edge Computing Edge Intelligence Federated Learning IoT Machine Learning

Publisher: CRC Press

Published: Nov 15, 2023

Description:

This book divides edge intelligence into AI for edge (intelligence-enabled edge computing) and AI on edge (artificial intelligence on edge). It focuses on providing optimal solutions to the key concerns in edge computing through effective AI technologies, and it also discusses how to build AI models, i.e., model training and inference, on edge.