Checkout.com Migrates to Managed Airflow
Learn how Checkout.com improved reliability and reduced costs by migrating to a managed service
Checkout.com, a payment processing company, was facing challenges with their self-hosted Apache Airflow environment. The Data Platform team was spending a significant amount of time on server management, patching, and incident response, taking away from their core focus of building pipelines. To address this, they migrated to Managed Service for Apache Airflow (Gen 3), a fully managed Airflow service offered by Google Cloud. This migration transformed their reliability and cost structure, allowing them to build a more scalable, cost-efficient, and robust data foundation.
The company's self-managed Airflow environment was functional but required significant attention to maintain. Patching, upgrades, and server management created regular interruptions, particularly during high-load periods. By migrating to a managed service, Checkout.com was able to reduce operational friction and improve stability.
Why it matters
This migration highlights the importance of managed services in reducing operational overhead and improving reliability. As companies continue to build and manage complex data platforms, the need for efficient and scalable solutions will only grow.
This migration highlights the importance of managed services in reducing operational overhead and improving reliability.
What you can learn from this
- Managed services can help reduce operational friction and improve stability, allowing teams to focus on core tasks like building pipelines.
- Migrating to a managed service can transform a company's reliability and cost structure, making it a viable option for companies looking to improve their data foundation.
- Understanding the trade-offs between self-managed and managed services is crucial in making informed decisions about data platform architecture.
- Scalability and cost-efficiency are key considerations when designing and managing data platforms, and managed services can help achieve these goals.
- Evaluating the total cost of ownership and return on investment is essential when considering a migration to a managed service.
We teach this
Sources
- From maintenance to innovation: Checkout's migration to Managed Service for Apache Airflow — Google Cloud Blog
Our reporting is an original summary; full coverage is at the links above.
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