Understanding Big Data: Stream Analytics and YARN Real-time stream processing is growing in importance, as businesses need to be able to react faster to events as they that occur. Data that is valuable now may be worthless a few hours later. Use cases include sentiment analysis, monitoring and anomaly detection.