01.
arXiv (CS.LG)
2026-06-12
Policy-driven Conformal Prediction for Trustworthy QoT Estimation
Authors:
arXiv:2606.12501v1 Announce Type: new Abstract: We propose Conformal QoT, a policy-driven framework that combines statistically guaranteed QoT estimation with operational decision policies, enabling reliable lightpath-feasibility predictions under domain shift and improving accuracy from 92\% to 99.6\% on open datasets.