What are the differences between batch and stream processing?
An example of an AI chatbot conversation about comparing batch and stream processing.
What are the differences between batch and stream processing?
Batch processing involves processing large volumes of data at once, while stream processing handles data in real-time as it arrives.
Can you give me examples of each?
Sure! Batch processing is used in payroll systems, while stream processing is used in real-time analytics like fraud detection.
Which one is more efficient for real-time applications?
Stream processing is generally more efficient for real-time applications because it processes data instantly as it comes in.
Are there any limitations to stream processing?
Yes, stream processing can be more complex to implement and may require more resources to manage continuous data flows.
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