1152 - 利用量子机器学习进行异常识别.pdf

1、Orlando,FLOctober 69IBM TechXchange 20251152Harnessing Quantum Machine Learning Harnessing Quantum Machine Learning for Anomaly Identificationfor Anomaly IdentificationSaulo MachadoAccenture,Emerging Tech Lead Brazil Pedro RapelloAccenture,Hybrid Cloud Lead BrazilHarnessing Quantum Harnessing Quantu

2、m Machine Learning for Machine Learning for Anomaly IdentificationAnomaly IdentificationAgenda010203040506Why NowQuantum Machine LearningDesigning the ExperimentResults and ImpactWhat Made This PossibleQ&AIBM TechXchange|2025 IBM CorporationWhat you will learn in this session0102030405Data Preparati

3、on VQC Architecture Benchmark StructureEcosystem Nurturing Practical StrategiesIBM TechXchange|2025 IBM Corporation“Company reduces unplanned downtime costs in one of the first utility scale applications of quantum computers”-Possible headline in the near future.IBM TechXchange|2025 IBM Corporation4

4、Personal IntroductionSaulo Cadete MachadoInnovation Senior Manager,Emerging Tech Lead,AccentureAcademic&ResearchPhD candidate Quantum Computing,MSc Artificial Intelligence;BSc Computer EngineeringLeadership&InnovationMIT xPRO Quantum Certified;MBA Innovation;Ohio University PM Executive Program;1 pa

5、tent pending;5 papers5IBM TechXchange|2025 IBM CorporationPersonal IntroductionPedro Luis RapelloHybrid Cloud&FinOps Leader Brazil,AccentureAcademicMBA in Information Technology Management,PgDipTelecommuncations Engineer,BSc Telecommunications EngineerLeadership&Practice AreasHybrid Cloud Strategy&D

6、elivery,FinOps&Cloud Financial Governance,Technology Managed Services,Accenture IBM RedHat Business Group6IBM TechXchange|2025 IBM CorporationOrlando,FLOctober 69IBM TechXchange 20251152Harnessing Quantum Machine Learning for Anomaly IdentificationSaulo MachadoAccenture,Emerging Tech LeadWhy Now$200