What are the differences between real-time and batch processing?
An example of an AI chatbot conversation about real-time vs batch processing.
What are the differences between real-time and batch processing?
Real-time processing involves immediate data processing, while batch processing handles data in groups at scheduled times.
Can you give me examples of each?
Sure! Real-time processing examples include online transactions and live data feeds, while batch processing examples include payroll systems and monthly reports.
Which one is better for big data applications?
It depends on the use case. Real-time processing is better for immediate insights, while batch processing is efficient for large volumes of data.
What are the challenges of real-time processing?
Challenges include the need for high-speed data processing, low latency, and the complexity of managing real-time systems.
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