Abstract: For dynamic task scheduling problems in cloud computing environments, we propose a deep reinforcement learning algorithm based on graph neural networks (GNN-PPO) that enables real-time ...

Abstract: This paper proposes an AI task priority scheduling algorithm based on Hongmeng heterogeneous computing. It innovatively constructs a multi-dimensional evaluation system including task ...

The Precedence Diagram Method (PDM) is widely used for modeling large and complex construction projects characterized by non-linear execution logic, overlapping activities, and multiple precedence ...

1 School of Electrical Engineering and Automation, Suzhou University of Technology, Suzhou, China. 2 Faculty of Telecommunication, Engineering and Space Technology, Future University, Khartoum, ...

Quantum computers—devices that process information using quantum mechanical effects—have long been expected to outperform classical systems on certain tasks. Over the past few decades, researchers ...

The VA is planning to use an automated tool to scan disability claims documents to combat fraud. Veteran reactions have been ...

Step-by-step execution Gantt chart visualization Performance metrics table for each algorithm Automatic “Best Algorithm” selection based on computed metrics The simulator computes metrics for each ...

Overview of D-Wave Quantum technology, quantum annealing systems, and enterprise experimentation within advanced computing ...

AI is also being applied to improve construction scheduling and time management. Construction projects often involve numerous interconnected tasks, subcontractors, and logistical constraints. Delays ...