You are working with a manufacturing company that needs to analyze sensor data from various machines to optimize production processes. The data includes sensor readings, machine IDs, and timestamps. What partition strategy would you implement to ensure efficient data processing and analysis?

Simulated

Explanation:

Partitioning by machine ID and timestamp ensures that data from each machine is grouped together, facilitating efficient querying and processing. This strategy also supports real-time analysis by grouping data based on chronological order.

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Microsoft Azure Data Engineer Associate - DP-203

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Microsoft Azure Data Engineer Associate - DP-203

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You are working with a manufacturing company that needs to analyze sensor data from various machines to optimize production processes. The data includes sensor readings, machine IDs, and timestamps. What partition strategy would you implement to ensure efficient data processing and analysis?