EAN: 9783031494710

SPRINGERBRIEFS IN COMPUTER SCIENCE EDGE INTEL...

This book provides a comprehensive and systematic exploration of next-generation Edge
Intelligence (EI) Networks. It delves deep into the critical design considerations within this
context  emphasizing the necessity for functional and dependable interactions between
networking strategies and the diverse application scenarios. This should help assist to
encompass a wide range of environments. This book also discusses topics such as resource
optimization  incentive mechanisms  channel prediction and cutting-edge technologies  which
includes digital twins and advanced machine learning techniques. It underscores the importance
of functional integration to facilitate meaningful collaborations between networks and systems
while operating across heterogeneous environments aiming support novel and disruptive
human-oriented services and applications. Valuable insights into the stringent requirements for
intelligence capabilities  communication latency and real-time response are discussed. This
characterizes the new EI era  driving the creation of comprehensive cross-domain architectural
ecosystems that infuse human-like intelligence into every aspect of emerging EI systems. This
book primarily targets advanced-level students as well as postdoctoral researchers  who are new
to this field and are searching for a comprehensive understanding of emerging EI systems.
Practitioners seeking guidance in the development and implementation of EI systems in practical
contexts will also benefit from this book.

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