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cs.ET2026
Hybrid spatial-temporal graph neural network Powered NDTs:Towards Next-Gen Smart Infrastructure Twins
John Sengendo, Fabrizio Granelli
Network Digital Twins (NDTs) enable proactive network management and optimization by predicting system behavior before control actions are applied to live infrastructures, supporti…
cs.ET2026
Lightweight PID-Based Drift Mitigation for Cellular Traffic Forecasting
John Sengendo, Zineddine Bettouche, Khalid Ali +2
As mobile networks transition from Beyond 5G (B5G) towards 6G, accurate traffic forecasting is a prerequisite for improving network management. However, with increasing heterogenei…
cs.ET2025★ 1 cited
Building Network Digital Twins Part II: Real-Time Adaptive PID for Enhanced State Synchronization
John Sengendo, Fabrizio Granelli
As we evolve towards more heterogeneous and cutting-edge mobile networks, Network Digital Twins (NDTs) are proving to be a promising paradigm in solving challenges faced by network…