Airflow in Action: Expedia’s Multi-Tenant Platform at 200+ Clusters, 14,000+ Pipelines
Blog post from Astronomer
Expedia Group transitioned from fragmented Apache Airflow deployments to a centralized, platform-engineered multi-tenant model to enhance operational efficiency, security, and compliance. This shift involved leveraging Kubernetes for isolated environments, Backstage templates for rapid pipeline creation, and fully automated CI/CD processes to streamline deployment and reduce errors. The company now operates over 200 isolated Airflow clusters supporting 180 engineering teams, orchestrating 14,000+ pipelines and 1.5 million task executions monthly. The multi-tenant approach balances autonomy and standardization, enabling teams to focus on business logic while maintaining operational consistency. Challenges such as maintaining consistency across decentralized repositories were addressed through a centralized Python library and configuration-as-code. These improvements reduced the time and effort required for cluster management and deployment, showcasing the benefits of combining secure infrastructure with developer empowerment.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| Kubernetes | 4 | 1,650 | 296 | 108 | +15% |
| Platform Engineering | 4 | 654 | 190 | 69 | +42% |
| Secrets Management | 2 | 1,584 | 283 | 114 | +19% |
| Developer Experience | 1 | 513 | 281 | 126 | -6% |
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