Eager Aggregation

You can enable Eager Aggregation in Arcadia Enterprise to re-write the queries over star joins, significantly accelerating the overall performance of your applications.

Majority of the queries in BI are star queries that operate on large amounts of data, and often run very slowly. They are difficult to optimize because analytical views to route such queries must materialize joins. The analytical views themselves are huge, and cannot be refreshed incrementally.

When you enable Eager Aggregation in conjunction with Analytical Views, the performance of star join queries improves by factors of 20 to 800+, depending on the workload and cluster characteristics.

Tip. This linked video explains the concepts behind Eager Aggregation, and demonstrates how to enable and use it in Arcadia Enterprise.