Add resources with multiple instances. Create Request Edges (Process → Resource). Create Assignment Edges (Resource → Process). Visual detection of cycles in the resource allocation graph to identify ...

Abstract: Graph algorithms play a pivotal role in solving allocation problems, which are fundamental across diverse domains such as transportation, telecommunications, supply chain management, and ...

Abstract: In this paper, we propose a graph neural network (GNN)-based algorithm for beam resource allocation in a terahertz communication system that employs non-orthogonal multiple access (NOMA).