1091 One Hundred One Ways to Modernize mainframe with and without AI.pdf

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1、October 21-24,2024Mandalay Bay Convention CenterLas Vegas,Nevada101 ways to modernize anything at the mainframe(with and without AI)1091Kramer ArminDATEV eG,Software EngineerKraus ThomasIBM Z Architect#IBMTechXchangeWhat is this AI all about?And what about modernization with or without AI?Traditiona

2、l AI and Foundation Models are helping define and shape the modern enterprise.Mission-critical and transactional use cases require machine learning,deep learning and foundation model capabilities,sometimes working together in an ensemble architecture to achieve better,improved business outcomes.AI l

3、andscapeAlgorithm tradingDynamicpricingDemandforecastingCostoptimizationWriting tasksNew product synthesisDesign tasksClient facing ChatbotsAnti-moneylaunderingFrauddetectionGenerative AITraditional AIFoundation ModelsEnsemble AIMachine Learning&Deep Learning2#IBMTechXchangeIBM is accelerating appli

4、cation modernization with generative AIApplication Discovery/co-creationPatternsOpenTools&LanguagesBuild the right foundationOptimize existing applicationsManage the efficiency,cost,and performance of running current applicationsEnhance and extend applicationsUnderstand,refactor,and transform applic

5、ations leveraging an AI-assisted cloud-native experienceIntegrate across hybrid cloud Leverage open APIs and event-driven architecture to integrate hybrid applicationsSimplify information sharing and data accessOptimize and secure data access and information sharing across the enterpriseIncrease bus

6、iness agilityAdopt enterprise DevOps and observabilityLeverage enterprise DevOps with an integrated CI/CD pipeline and full application observabilityMake AI-driven decisions at scaleAchieve AI-driven insight at scale to help make decisions in real timeAutomate and standardize ITStandardized(AI-assis