Logging, Monitoring and Observability in Google Cloud – LMOG001

Course Content

  • This comprehensive course equips participants with the skills and tools to monitor and enhance infrastructure and application performance within Google Cloud. Combining presentations, demos, hands-on labs, and real-world case studies, attendees will gain practical experience in full-stack monitoring, real-time log analysis, debugging production code, tracing performance bottlenecks, and profiling resource usage.

Delivery Method

  • In-Person
  • Online
  • Private Team Training: Customized sessions delivered at your facility.

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Goals

    • Key Outcomes

      • Understand and utilize the capabilities of Google Cloud’s operations suite.
      • Set up monitoring across multiple cloud projects.
      • Configure alerting policies, uptime checks, and notifications.
      • Deploy and manage the Ops Agent to collect logs for Compute Engine.
      • Analyze logs, flow data, and audit logs for actionable insights.
      • Debug applications, identify performance bottlenecks, and optimize resource-intensive functions.
      • Monitor Google Kubernetes Engine (GKE) and assess network performance.
      • Manage operational costs related to monitoring within Google Cloud.

Pre Requisites

      • Completion of Google Cloud Platform Fundamentals: Core Infrastructure or equivalent experience.
      • Basic proficiency in scripting or coding.
      • Familiarity with command-line tools and Linux environments.

Course Outline

Learning Objectives
    • Module 1: Introduction to Google Cloud Operations Suite

      • Explore the features and purposes of Cloud Monitoring, Cloud Logging, and Error Reporting.
      • Understand Application Performance Management tools and their benefits.

      Module 2: Monitoring Critical Systems

      • Configure Cloud Monitoring for multi-project visibility.
      • Build customized dashboards and charts.
      • Implement uptime checks for critical systems.
      • Use Monitoring Query Language (MQL) for advanced analytics.

      Module 3: Alerting Policies

      • Develop and implement effective alerting strategies.
      • Configure policies for monitoring SLIs, SLOs, and SLAs.
      • Learn the importance of error budgets and various alert types.

      Module 4: Advanced Logging and Analysis

      • Leverage Log Explorer features for deep insights.
      • Utilize logs-based metrics, inclusion/exclusion filters, and log sinks.
      • Export logs to BigQuery for advanced analysis and log analytics.

      Module 5: Working with Cloud Audit Logs

      • Explore the purpose and categories of Cloud Audit Logs.
      • Understand how to monitor and analyze audit logs for enhanced security.

      Module 6: Configuring Google Cloud Services for Observability

      • Deploy the Ops Agent for Compute Engine.
      • Enable and configure Kubernetes Monitoring.
      • Use Google Cloud Managed Service for Prometheus and query metrics with PromQL.
      • Explore Open Telemetry and custom metrics implementation.

      Module 7: Monitoring Google Cloud Network

      • Analyze VPC Flow Logs and firewall logs.
      • Configure and monitor Packet Mirroring.
      • Explore the Network Intelligence Center for advanced network insights.

      Module 8: Investigating Application Performance Issues

      • Utilize Error Reporting, Cloud Trace, and Cloud Profiler for debugging and optimizing applications.

      Module 9: Optimizing Costs for the Operations Suite

      • Evaluate and manage resource costs associated with monitoring tools.
      • Apply cost-control best practices to maintain operational efficiency.

      Why Take This Course?

      This training offers a practical approach to mastering Google Cloud’s monitoring and observability tools, empowering IT professionals to ensure high performance, reliability, and cost-efficiency in their cloud infrastructure and applications. Perfect for those looking to advance their expertise in cloud monitoring, troubleshooting, and performance optimization.

       

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