What is batch vs streaming feature pipeline tradeoff?

Batch pipelines are cheaper but slower; streaming pipelines are real-time but complex.

Batch pipelines compute features periodically using systems like Spark. Streaming pipelines use Kafka/Flink for real-time updates. The tradeoff involves cost, latency, complexity, and consistency guarantees.