What is the primary challenge in real-time data processing as compared to batch processing?
- Scalability
- Latency
- Data Accuracy
- Complexity
The primary challenge in real-time data processing, as opposed to batch processing, is latency. Real-time processing requires low-latency data handling, meaning that data must be processed and made available for analysis almost immediately after it's generated. This can be a significant challenge, especially when dealing with large volumes of data and ensuring near-instantaneous processing and analysis.
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