When should I use batch processing instead of stream processing?
An example of an AI chatbot conversation about when to use batch vs stream processing.
When should I use batch processing instead of stream processing?
Batch processing is ideal for handling large volumes of data at once, while stream processing is better for real-time data.
Can you give me examples of each?
Sure! Batch processing is used in payroll systems, while stream processing is used in real-time fraud detection.
What are the advantages of stream processing?
Stream processing allows for low-latency data processing and immediate insights, which is crucial for time-sensitive applications.
Are there any downsides to using stream processing?
Yes, stream processing can be more complex to implement and may require more resources compared to batch processing.
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