hyperlakeDiscuss a deployment ↗
Videos · · 2:10

Query Federation   What Actually Happens When You Query Across Data Systems

Query federation lets one SQL statement run across separate data systems. Learn how planning, pushdown, cross-source joins, and result assembly work.

In the full article

  1. What is the difference between data federation and query federation?
  2. What happens when a federated query runs?
  3. How does predicate pushdown improve query federation?
  4. Why are cross-source joins expensive?
  5. How does query federation support enterprise AI?
  6. Key takeaways
  7. How Hyperlake helps
  8. Frequently asked questions

Start with a workload. Build the environment around it.

Explore example deployments, or see how the platform assembles, deploys, governs and operates the stack.