Название: AI-Based Advanced Optimization Techniques for Edge Computing
Автор: Mohit Kumar, Gautam Srivastava, Ashutosh Kumar Singh
Издательство: Wiley-Scrivener
Год: 2025
Страниц: 472
Язык: английский
Формат: pdf (true)
Размер: 19.9 MB
The book offers cutting-edge insights into AI-driven optimization algorithms and their crucial role in enhancing real-time applications within fog and Edge IoT networks and addresses current challenges and future opportunities in this rapidly evolving field. This book focuses on Artificial Intelligence-induced adaptive optimization algorithms in fog and Edge IoT networks. Artificial Intelligence (AI), fog, and edge computing, together with IoT, are the next generation of paradigms offering services to people to improve existing services for real-time applications. Over the past few years, there has been rigorous growth in AI-based optimization algorithms and Edge and IoT paradigms. However, despite several applications and advancements, there are still some limitations and challenges to address including security, adaptive, complex, and heterogeneous IoT networks, protocols, intelligent offloading decisions, latency, energy consumption, service allocation, and network lifetime.