When should I use real-time processing instead of batch processing?
Real-time processing is ideal for scenarios requiring immediate data processing, like online transactions. Batch processing is better for large volumes of data that can be processed at once, like monthly reports.
Can you give me examples of each?
Sure! An example of real-time processing is a stock trading platform that updates prices instantly. Batch processing could be a payroll system that processes employee salaries at the end of the month.
What are the advantages of real-time processing?
The main advantages include immediate insights, timely decision-making, and enhanced user experience, especially in applications like fraud detection.
Are there any downsides to real-time processing?
Yes, real-time processing can be more complex and costly to implement, and it may require more resources to handle continuous data streams.
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