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This on the Databricks YouTube channel presents the web application that calculates real-time health scores at a very rapid speed using Spark on Kubernates.

A health score represents a machine’s lifetime and it is commonly used as a landmark for making a decision on whether to replace the machine with new one for high productivity maintenance. Therefore, it is very important to observe the health scores of the large number of machines in a factory without a delay.

To cope with this issue, the BISTel has applied the stream processing using Spark and services the real-time health score application.

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