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使用 GenAI 监控和排查 Kubernetes 应用程序故障 [LRN2977].pdf

上传人: Fl****zo 编号:970970 2025-11-08 32页 3.85MB

1、 Troubleshoot and Optimize Kubernetes Apps with GenAILRN2977Chandra KomaliSenior Development ManagerObservability and ManagementRoyce FuMaster Principal Cloud ArchitectONA GenAI Data Platform EngineeringThe following is intended to outline our general product direction.It is intended for information

2、 purposes only,and may not be incorporated into any contract.It is not a commitment to deliver any material,code,or functionality,and should not be relied upon in making purchasing decisions.The development,release,timing,and pricing of any features or functionality described for Oracles products ma

3、y change and remains at the sole discretion of Oracle Corporation.Safe harbor statementCopyright 2025,Oracle and/or its affiliates|Confidential:InternalForward-Looking statementsThis presentation is intended to outline our general product direction.It is intended for information purposes only,and ma

4、y not be incorporated into any contract.It is not a commitment to deliver any material,code,or functionality,and should not be relied upon in making purchasing decisions.The development,release,timing,and pricing of any features or functionality described for Oracles products may change and remains

5、at the sole discretion of Oracle Corporation.Statements in this presentation relating to Oracles future plans,expectations,beliefs,intentions,and prospects are“forward-looking statements”and are subject to material risks and uncertainties.A detailed discussion of these factors and other risks that a

6、ffect our business is contained in Oracles Securities and Exchange Commission(SEC)filings,including our most recent reports on Form 10-K and Form 10-Q under the heading“Risk Factors.”These filings are available on the SECs website or on Oracles website at https:/ information in this presentation is

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根据报告的内容,全文主要内容概括如下: - **Kubernetes Observability Challenges**:包括临时组件、快速变化、复杂性和学习曲线陡峭等挑战,如可见性、数据碎片化、监控多集群和复杂性。 - **OCI Log Analytics Overview**:介绍GenAI辅助的日志分析,提供智能分析和可视化,以及自动化的故障排除。 - **Kubernetes Monitoring Solution**:强调集群发现、自动遥测收集、日志和指标丰富化、实时拓扑视图等功能。 - **Key Features**:如集群发现、自动遥测收集、日志和指标丰富化、实时拓扑视图等。 - **GenAI Integration**:利用AI进行日志解释、自动修复、自定义工作流和智能仪表板生成。 - **Multicloud Monitoring**:支持AWS EKS和本地部署的集群监控。 - **Platform: Kubernetes Control Plane and Components**:提供对控制平面健康和性能的可见性,以及网络流量分析和性能趋势。 - **Machine Learning and AI-Driven Anomaly Detection and Correlation**:使用AI进行异常检测和关联分析,以快速识别问题。 - **Key Takeaways**:强调自动化的多云发现、全栈可观察性、实时拓扑可视化和智能警报等。
"Kubernetes监控难题解?" "AI助力日志分析,效率翻倍?" "多云监控,一键搞定!"
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