What are the differences between streaming and batch processing?

What are the differences between streaming and batch processing?

Streaming processing involves continuous input and output of data, while batch processing handles data in large groups at scheduled times.

Can you give me examples of when to use each?

Sure! Use streaming for real-time analytics, like monitoring social media. Batch processing is ideal for payroll systems.

What are the advantages of streaming over batch processing?

Streaming allows for real-time insights and quicker decision-making, while batch processing can be more efficient for large datasets.

Are there any disadvantages to streaming?

Yes, streaming can be more complex to implement and may require more resources to handle continuous data flow.