Pine59 moves complex data pipelines to Airflow 3 on Google Cloud
Pine59, which processes millions of location data points daily, has moved its massive data pipelines onto Google Cloud’s Managed Service for Apache Airflow 3. The switch, done to handle growing workloads, speed up processing, and improve reliability, included setting up a separate, optimized cluster for machine learning tasks. The company saw immediate gains in processing speed, stability, and developer tools after the migration.
- Pine59 processes up to 14 million locations per job
- Switched entire orchestration to Managed Airflow 3
- Machine learning moved to a dedicated Google Kubernetes cluster
- Immediate boost in speed, stability, and observability reported
- Hundreds of pipeline jobs now managed in the new system
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