What are the differences between real-time data pipelines and batch processing?
An example of an AI chatbot conversation about real-time data pipelines versus batch processing.
What are the differences between real-time data pipelines and batch processing?
Real-time data pipelines process data instantly as it arrives, while batch processing collects data over time and processes it in groups.
Can you give me examples of when to use each?
Use real-time pipelines for applications like fraud detection, and batch processing for reporting and analytics.
What are the advantages of real-time processing?
Real-time processing allows for immediate insights, faster decision-making, and improved responsiveness to events.
Are there any disadvantages to real-time data pipelines?
Yes, they can be more complex to implement and may require more resources compared to batch processing.
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