Intelligent Maintenance Planning for Enhanced SKR Availability in Deployed Long-Distance QKD Systems
Paper in proceeding, 2025
We demonstrate an ML-based approach to optimize photon detection performance on a 110 km QKD link. Results show that scheduling maintenance during predicted low critical traffic periods reduces blocked critical data transmissions by 64% and increases overall service reliability by 16%.
Author
Seyed Morteza Ahmadian
Chalmers, Electrical Engineering, Communication, Antennas and Optical Networks
J. Argillander
Linköping University
M. Clason
Linköping University
Chao Lei
Chalmers, Electrical Engineering, Communication, Antennas and Optical Networks
Paolo Monti
Chalmers, Electrical Engineering, Communication, Antennas and Optical Networks
G. B. Xavier
Linköping University
Rui Lin
Chalmers, Electrical Engineering, Communication, Antennas and Optical Networks
2025 European Conference on Optical Communications ECOC 2025
9798331595319 (ISBN)
2025 European Conference on Optical Communications, ECOC 2025
Copenhagen, Denmark,
Copenhagen, Denmark,
Subject Categories (SSIF 2025)
Communication Systems
Computer Systems
DOI
10.1109/ECOC66593.2025.11263028