November feels like the perfect time to “harvest” what matters most: real outcomes from real customers. In this edition, we’re spotlighting how teams are breaking through slow dashboards, complex pipelines, and runaway costs with StarRocks and CelerData. Whether you’re running customer-facing analytics, real-time risk engines, or an open lakehouse, we hope these in-production stories spark ideas for your own architecture and make your next performance win a little easier.
Explore why Intuit replaced Druid with StarRocks for real-time OLAP—now processing 100K events per second while keeping TP99 query latency under 500ms and improving aggregation speed by 98.33%.
See how Coinbase analyzes 573 billion rows in 300+ tables across 10 blockchains with StarRocks—keeping up with 30K messages per second ingestion to power fast, accurate investigations into suspicious activity.
Explore how Celonis delivers interactive process mining at enterprise scale with StarRocks—sub-2-second responsiveness on 20 billion row queries and analytics that routinely span 100+ table joins.
Find out how Yuno moved beyond batch analytics with CelerData Cloud—delivering <1s latency, 5-second data freshness, and 100s of concurrency for real-time merchant dashboards and routing decisions.
Get an inside look at how Demandbase runs petabyte-scale data on an open, resilient StarRocks + Iceberg lakehouse—delivering blazing fast ingestion and always-on analytics for B2B go-to-market teams.
From multi-minute waits to instant insights—Splitmetrics’ move to StarRocks delivered a 20x P99 improvement, 50% cost reduction, and consistently sub-second dashboard performance.
Follow VBill’s journey from fragile Lambda architecture to a unified StarRocks engine, reducing redundant storage by 20%, cutting failure recovery to under 5 minutes, and keeping P99 end-to-end ingestion latency below 1 second.
We had the pleasure of hosting Yufei Gu (Snowflake) — Apache Polaris (Incubating) PPMC, Iceberg PMC, and Hadoop PMC — for an in-depth conversation on Apache Polaris and an inside look at how it unifies governance for Iceberg.
We hope you had a wonderful Thanksgiving weekend. As we head into the final stretch of the year, we’re feeling especially grateful for you — the users, customers, contributors, and community members who make StarRocks and CelerData what they are. Thank you for the feedback, the PRs, the questions, the meetups, the webinars, and for trusting us with your most important analytics workloads.
Wishing you a smooth, restful start to the holiday season from all of us at CelerData!
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