Table 1 Batch vs stream processing

Amount of data

Big data

Small + big data

Type of computation

Complex (must access all data)

Simple

Focus

Latency

Throughput

Processing time

Collect and process later

(Near-) real time

Used by

Hadoop mapreduce, spark

Spark streaming, flink

Use cases

Daily total turnover

Instant fraud detection