Stream vs. Batch Processing

Stream processing is ideal for scenarios demanding low latency, but it comes with high resource costs. When batch processing requires increasingly frequent scheduling, it may signal the need to transition to a stream processing framework. If batch jobs become too short and resource-intensive, maintaining a continuous stream process might be more efficient than ramping resources up and down.