What are the differences between streaming data processing and batch processing?
An example of an AI chatbot conversation about streaming vs batch data processing.
What are the differences between streaming data processing and batch processing?
Streaming data processing involves real-time data processing, while batch processing handles data in large chunks at scheduled intervals.
Can you give me examples of when to use each type?
Sure! Use streaming for real-time analytics like fraud detection, and batch for periodic reports or data analysis.
What are the advantages of streaming data processing?
Advantages include real-time insights, immediate decision-making, and the ability to handle continuous data flows.
Are there any disadvantages to streaming data processing?
Yes, it can be more complex to implement, requires robust infrastructure, and may have higher costs compared to batch processing.
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