What role does the Kafka cluster play in the combined edge/core cloud architecture for machine learning models?

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Answer

It provides high availability for pub/sub topics and real-time data streams.

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It runs machine learning algorithms using Kafka user-defined functions.

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It implements a Lambda architecture for batch and streaming processing of factory sensor data.

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It facilitates data replication from the core cloud to the edge.

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