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Design a Scalable Data Governance Framework

Source: martinfowler.comadvanced

This tests your grasp of decentralized data architectures like Data Mesh. A great answer proposes a federated model with domain ownership, data as a product, and a self-serve platform.

This tests your ability to apply modern data architecture principles like Data Mesh to balance developer speed with centralized control at scale. A strong answer outlines a federated model based on four pillars: domain ownership, data as a product, a self-serve platform, and federated computational governance. This involves a central catalog, schema registry, and policy engine that teams use via automation. A common red flag is proposing a purely centralized 'data police' model that creates bottlenecks or a free-for-all that leads to chaos.

Read the original → martinfowler.com

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Design a Scalable Data Governance Framework · Tezvyn