Analytics Architecture, BI and Lambda Architecture

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Beyond Kafka: Conversation with Jark Wu on Fluss - Streaming Storage for Real-Time Analytics

Data Engineering Weekly

FEBRUARY 18, 2025

Kafka is designed for streaming events, but Fluss is designed for streaming analytics. Architecture Difference The first difference is the Data Model. Tableflow is a Lambda Architecture that uses two separate systems (streaming and batch), leading to challenges like data inconsistency, dual storage costs, and complex governance.

Kafka

Kafka Lambda Architecture SQL Architecture

Data Engineering Digest

Beyond Kafka: Conversation with Jark Wu on Fluss - Streaming Storage for Real-Time Analytics

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