This book conducts a comprehensive and detailed survey of the recent research efforts in edge intelligence. To illustrate the research problems for edge intelligence, the book also showcases four of the authors' own research projects on edge intelligence, ranging from rigorous theoretical analysis to studies based on realistic implementation.