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Course Outline
Introduction to PostgresAI
- Exploring PostgresAI architecture and its core components.
- Key concepts: cloning, snapshots, and sandbox environments.
- Enterprise adoption scenarios and return on investment (ROI).
PostgresAI Installation and Configuration
- Deploying PostgresAI within Docker and Kubernetes environments.
- Integrating with PostgreSQL and external storage backends.
- Managing authentication and access controls.
Database Cloning and Experimentation
- Creating instant database clones using thin provisioning.
- Safely testing schema changes within ephemeral environments.
- Accelerating CI/CD processes with PostgresAI clones.
Monitoring and Observability
- Leveraging PostgresAI dashboards for performance insights.
- Monitoring clone health and query execution status.
- Integrating with Grafana, Prometheus, and ELK stack.
AI-Driven Query Optimization
- Utilizing AI-based recommendations to enhance queries.
- Analyzing query plans and execution patterns.
- Implementing continuous optimization through feedback loops.
Data Governance and Security
- Managing data masking and anonymization processes.
- Ensuring compliance within cloned environments.
- Handling audit logging and role-based access controls.
Integrating PostgresAI with Enterprise Workflows
- Implementing CI/CD integration via Jenkins, GitLab CI, or GitHub Actions.
- Automating testing pipelines for SQL and schema modifications.
- Sharing best practices for team collaboration and environment sharing.
Scaling PostgresAI Operations
- Managing large datasets and multi-node clusters.
- Optimizing the performance of clone provisioning.
- Conducting capacity planning and cost management.
Summary and Next Steps
Requirements
- A solid understanding of PostgreSQL database administration.
- Practical experience with Linux server environments.
- Familiarity with containerized or virtualized deployment workflows.
Audience
- Database administrators.
- DevOps and SRE engineers.
- Data infrastructure architects.
21 Hours
Testimonials (2)
Tuning strategies.
Jeffrey Zieg - Matrix Consulting
Course - PostgreSQL Performance Tuning
Logging behaviour when the instance is under stress, and the hierarchy/nomenclature of instances, databases, files, etc.
