Energy-efficient cloud-edge collaborative model integrating digital twins and machine learning for scalable and adaptive distributed networks

• Published in: Sustainable computing informatics and systems Vol. 47; p. 101157
• Main Authors: Han, Lei, Lei, Min, He, Guilin, Li, Yangyang, Zhao, Yaopeng
• Format: Journal Article
• Language: English
• Published: Elsevier Inc 01.09.2025
• Subjects: Cloud-edge collaboration; Digital twins; Distributed networks; Machine learning; Network optimization; Cloud-edge collaboration; Digital twins; Distributed networks; Network optimization; Machine learning

The exponential growth of distributed networks, as seen in smart grids, IoT, and industrial automation, have added to the demands for effective and adaptive optimization systems. Traditional cloud solutions, while successful in providing global insights and scalability, often suffer from high latenc...