Stream processing offers a more natural approach to handling continuous data flows compared to traditional batch processing methods. As technology matures, the shift towards treating data as a stream is gaining traction. Historical reliance on batch processing stemmed from limitations in stream processing technology, but modern architectures now favor continuous ingestion into distributed systems for more efficient data analysis.
