IEEE

Heterogeneous Spatio-Temporal Series Forecasting Using Dynamic Graph Neural Networks for Flood Prediction

Abstract: Accurate flood prediction is essential for disaster mitigation, life protection, and minimizing community and infrastructure impact. However, current flood prediction models often struggle ...
IEEE

Optimizing Resource Fragmentation in Virtual Network Function Placement Using Deep Reinforcement Learning

Abstract: In the 6G wireless era, the strategical deployment of Virtual Network Functions (VNFs) within a network infrastructure that optimizes resource utilization while fulfilling performance ...