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Author

Reuven Lax

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Aug 2026

The Dataflow Model Revisited Or: That Feeling When You Realize Every Problem You've Been Solving Is a Database Problem

How the completeness principle split into two successful forms: watermarks and snapshot-consistent refresh is explored, and it is traced why the latter reached far more users by asking far less of them, and generalize the former into declared constraints on change.

Tyler Akidau, Rafael J. Fernández-Moctezuma, Reuven Lax et al. · 0 citations

The Dataflow Model Revisited

It is explored how the completeness principle split into two successful forms: watermarks and snapshot-consistent refresh (where streams stay visible) and snapshot-consistent refresh (where they do not), and why the latter reached far more users by asking far less of them, and generalize the former into declared constr...

Tyler Akidau, Rafael J. Fernández-Moctezuma, Reuven Lax et al. · 0 citations

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