Practical Quantum Computing Telecom Usecase.pdf

1、EMPOWERING OPENApplication areas of Quantum ComputingDT Focus AreasSource:Adapted from Airbus IndustriesDTs Focus TodayOCP Regional Summit|Alex Choi|QC Telecom Use Cases|April 19,2023QUANTUMCHEMISTRYQUANTUMSIMULATIONQUANTUMCOMMUNICATIONQUANTUMMACHINE LEARNINGLight HarvestingClimateN2LNGCO2EnergyPhar

2、maCHEMISTRYBio-moleculesBIOLOGYSCIENCEMATHPHYSICSCOMPUTINGPersonalized MedicineBioinformaticsFinanceMaterialsCommunicationTemperatures S/CDifferential EquitationsLinear AlgebraCodebreakingEncryptionQUANTUMALGORITHMSSearchPattern MatchingMachine LearningOptimizationSchedulingRoute PlanningRobotsAuton

3、omousVehiclesConstraintSatisfactionTransportRoomSingularityDT is also involved in projects on quantum communication:e.g.,OpenQKD(EU co-funded,ended in 03/2023)and other projects on quantum safety and performance potentialsProblem classes of selected telecom applicationsNetwork OptimizationNetwork ro

4、uting*Excavation fiber rolloutFrequency assignment*Automatic Cell Planning*Process OptimizationRoute optimization of Technical Field ServiceIndustry 4.0Job Shop Scheduling with AGVsRoad traffic optimization*Mix Sigma Quality Assurance*Quantum NetworksQKD network optimizationQuantum-enhanced Neural N

5、etworkfor classificationCombinatorial OptimizationMachine LearningOCP Regional Summit|Alex Choi|QC Telecom Use Cases|April 19,2023Quantum Boostingfor fraud detectionGenerative Adversarial Networks(GAN)for anomaly detection Q-KNN(K-nearest neighbor)clusteringfor optimal customer contacting time(CRM)*

6、Implemented with Digital AnnealerApplied Quantum ComputersD-Wave 2000Q/5000Q/HybridQuantum AnnealerAdiabatic Quantum ComputerOptimizer on the Ising ModelIBM QC(Ehningen and others)Quantum ComputerQuantum Gate ComputerComputation of Quantum AlgorithmsFujitsu Digital Annealer UnitDigital Annealer(opti