What are the differences between real-time and batch monitoring?
An example of an AI chatbot conversation about real-time vs batch monitoring in data processing.
What are the differences between real-time and batch monitoring?
Real-time monitoring processes data instantly, while batch monitoring collects data over a period and processes it later.
Can you give me examples of when to use each type?
Use real-time monitoring for critical systems like fraud detection, and batch monitoring for end-of-day reports.
What are the advantages of real-time monitoring?
Advantages include immediate insights, faster decision-making, and the ability to respond to issues as they arise.
Are there any disadvantages to real-time monitoring?
Yes, it can be more resource-intensive and may require more complex infrastructure compared to batch monitoring.
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