What are the differences between streaming analytics and batch processing?
An example of an AI chatbot conversation about streaming analytics vs batch processing.
What are the differences between streaming analytics and batch processing?
Streaming analytics processes data in real-time, while batch processing handles data in large chunks at scheduled intervals.
Can you give me examples of when to use each?
Use streaming analytics for real-time applications like fraud detection, and batch processing for reporting and data warehousing.
What are the advantages of streaming analytics?
Advantages include real-time insights, immediate decision-making, and the ability to handle continuous data flows.
Are there any disadvantages to streaming analytics?
Yes, it can be more complex to implement, requires more resources, and may not be necessary for all use cases.
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