What is the difference between batch processing and stream processing?
An example of an AI chatbot conversation about batch vs stream processing.
What is the difference between batch processing and stream processing?
Batch processing involves processing large volumes of data at once, while stream processing handles data in real-time as it arrives.
Can you give me examples of each?
Sure! Batch processing is used in payroll systems, while stream processing is used in real-time analytics like stock trading.
Which one is more efficient for real-time applications?
Stream processing is generally more efficient for real-time applications because it processes data instantly as it comes in.
Are there any tools specifically for stream processing?
Yes, popular tools for stream processing include Apache Kafka, Apache Flink, and Apache Storm.
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