IEEE

2PCLGA: Privacy-Preserving and Provable-Secure Certificateless Group Key Agreement Scheme for the Distributed Learning-Based MEC Networks

Abstract: Machine learning is a rapidly evolving field with applications in all aspects of human life. Utilizing the decentralized computing architecture can alleviate the high training and ...
IEEE

Distributed Flexible Job Shop Scheduling With Heterogeneous Transportation Resources Constraints via Deep Reinforcement Learning and Graph Neural Network

Abstract: The distributed flexible job shop scheduling problem (DFJSP) has emerged as a critical challenge in the field of scheduling optimization due to its intricate resource allocation and the ...