Networks & security · 2026

Predictive Digital Twin for 5G RRC Storms

Continuous-calibration DT beats reactive control

Simulation-first research artifact (ITU BLG 632E) that models gNB random access as an MMPP/M/c/K queue in SimPy, then compares no mitigation, reactive ACB, and a predictive ACB controller calibrated by mirroring error — evaluated across seeds with confidence intervals, delay CDFs and sensitivity sweeps.

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