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Airflow in Action: Expedia’s Multi-Tenant Platform at 200+ Clusters, 14,000+ Pipelines

Blog post from Astronomer

Post Details
Company
Date Published
Author
Matthew Keep
Word Count
943
Company Posts That Month
6
Language
English
Hacker News Points
-
Post removed?
No
Summary

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.

Trends Found in this Post
Trend Post Mentions Total Month Mentions Posts Companies MoM
Kubernetes 4 1,380 245 88 +48%
Platform Engineering 4 368 138 58 +24%
Secrets Management 2 1,388 209 84 +19%
Developer Experience 1 408 220 96 -1%
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