Biao Hu, Mingguo Zhao, Zhengcai Cao, Mengchu Zhou

Gebundenes Buch

Intelligent Scheduling of Tasks for Cloud-Edge-Device Computing Systems

Beschreibung

Comprehensive overview of recent research advancements in scheduling approaches for cloud edge computing systems Intelligent Scheduling of Tasks for Cloud-Edge-Device Computing Systems offers an in-depth collection of advanced task scheduling algorithms designed specifically for diverse cloud-edge-device computing systems. After an introductory overview, a series of intelligent scheduling approaches are presented, each specifically designed for a particular scenario within cloud-edge-device computing systems. The book then summarizes the authors' research findings in recent years, delving into topics including resource management, latency and real-time requirements, load balancing, priority constraints, algorithm design, and performance evaluation. The book enables readers to achieve efficient allocation of computing, storage, and network resources to optimize resource utilization. Real-world applications of scheduling technologies in smart cities and traffic management, industrial automation and smart factories, and healthcare monitoring systems are given in a separate chapter. Additional topics include: * Workload-aware scheduling of real-time independent tasks, covering how to schedule jobs in a single or multiple servers * Mixed real-time task scheduling in automotive systems with vehicle networks, covering hybrid schedule design, offline task management, and online job assignment * Scheduling with real-time constraint, covering task placement adjustment strategy, start time adjustment, and backwards schedule adjustment * Energy-efficient scheduling without real-time constraint, covering energy consumption-optimal task placement plans as well as partition scheduling Intelligent Scheduling of Tasks for Cloud-Edge-Device Computing Systems is an essential resource for researchers and practitioners in the field of IoT seeking to understand specific challenges and requirements associated with task scheduling in cloud-edge-device computing systems.

Autor

Biao Hu is an Associate Professor with the College of Engineering at China Agricultural University. Mingguo Zhao is a Professor with the School of Mechatronics Engineering Harbin Institute of Technology. Zhengcai Cao is a Professor with the College of Information Science and Technology at Beijing University of Chemical Technology. Mengchu Zhou is a Professor with the Helen and John C. Hartmann Department of Electrical and Computer Engineering at the New Jersey Institute of Technology.

Produktdetails

• Verlag: Wiley
• Seitenzahl: 192
• Erscheinungstermin: 4. Dezember 2025
• Englisch
• ISBN-13: 9781394361625
• ISBN-10: 1394361629
• Artikelnr.: 74687148