importantSYS.SOURCE: Proceedings of the VLDB Endowment• 2026-09-06T18:10:53Z

Re-evaluating the Dataflow Model: Insights on Streaming Analytics and Database Integration

#dataflow model #streaming analytics #database integration

The paper re-evaluates the foundational principles of the Dataflow Model, highlighting its enduring strengths in event time processing and consistency while critiquing past overemphasis on streaming mechanics and underappreciation of database integration. It discusses the evolution of analytical interfaces toward SQL-based incremental view maintenance and the semantic convergence of batch and streaming paradigms.

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