Advanced techniques and optimization

Advanced techniques and optimization#

For experienced users, architects, and engineers ready to deepen their expertise with advanced optimization and architecture patterns.

What you will learn#

  • Advanced configuration of EDB Postgres Lakehouse, PGAA, and PGFS

  • Performance tuning for vectorized queries and object storage access

  • Complex tiered table strategies for optimized cost and performance

  • Managing advanced Iceberg catalogs and integrating third-party catalogs

  • Architecting solutions that combine Analytics Accelerator with other data frameworks (Spark, streaming platforms)

  • Troubleshooting complex analytical queries and data pipelines

  • Security best practices for analytics environments

Before you begin#

Suggested learning path#

  1. Performance tuning for Delta Lake queries

  2. Monitor Tiered Tables status and storage savings

  3. Advanced Iceberg catalog management (section link — to be provided)

  4. Architectural patterns for real-time vs. batch analytics (section link — to be provided)

  5. Analytics use cases and industry solutions

  6. Analytics Accelerator for your role

  7. Security best practices for analytics environments (section link — to be provided)

Next steps#

Consider official training and certification: