Edge Intelligence:
From Theory to Practice
Short Description
“Edge Intelligence: From Theory to Practice” is a reference book suitable for lecturing all relevant topics of Edge Computing and its ties to AI/ML approaches. The book starts from basics and step-by-step advances to ways AI/ML concepts can help, or benefit from Edge Computing platforms. Using practical labs, each topic is brought to earth so that students can practise their learned knowledge with real equipment and industry approved software packages.
Chapters
Chapter 1: Distributed Computing Continuum Systems
Chapter 2: Containerised Edge Computing Platforms
Chapter 3: AI/ML for Service Lifecycle at Edge
Chapter 4: AI/ML for Computation Offloading
Chapter 5: AI/ML Data-Pipelines for Edge-Cloud Architectures
Chapter 6: AI/ML on Edge
Chapter 7: AI/ML for Service Level Objectives