In a batch processing pipeline, when does data processing occur?
- At scheduled intervals
- Continuously in real-time
- On-demand basis
- Randomly throughout the day
In a batch processing pipeline, data processing occurs at scheduled intervals. Data is collected over a period of time and processed in batches, typically during off-peak hours or at predetermined times when system resources are available. Batch processing is advantageous for handling large volumes of data efficiently and can be useful for tasks like daily reports generation, data warehousing, and historical analysis.
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