What are the differences between real-time data streams and batch processing?
An example of an AI chatbot conversation about real-time data processing methods.
What are the differences between real-time data streams and batch processing?
Real-time data streams 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 method?
Sure! Use real-time streams for applications like fraud detection, and batch processing for monthly sales reports.
What are the advantages of using real-time data streams?
Advantages include immediate insights, faster decision-making, and the ability to respond to events as they happen.
Are there any disadvantages to real-time processing?
Yes, it can be more complex to implement, requires more resources, and may lead to higher costs.
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