Optimizing query performance, reducing failure rates, and simplifying Iceberg adoption with Starburst Galaxy

By adopting Starburst Galaxy, Talkdesk reduced query failure rates by 150x, achieved 85% faster query execution times, and streamlined its Iceberg lakehouse by consolidating 20 applications and services.

85%
faster P99 query times
150X
error rate reduction
20
tools and services consolidated

Region
Americas
Industry
software
Environment
hybrid
Solution
galaxy
Employees
1000+

Cover

Ricardo Cardante

Senior Data Engineer

Talkdesk

“With Starburst Galaxy, our P99 query time¹ went down from twenty minutes to three minutes—an 85% improvement, bringing consistency and predictability even as we scale.”

Footnotes

P99 query time refers to the time within which 99% of all queries are completed, ensuring reliable performance even during heavy usage.

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