Table 3 Framework processing techniques and delivery of events
From: Time series big data: a survey on data stream frameworks, analysis and algorithms
Framework | Processing | Delivery of events |
|---|---|---|
Apache Hadoop | Batch | N.A. |
Apache Spark | Batch and Stream (micro-batch) | Exactly once |
Apache Flink | Batch and Stream | Exactly once |
Apache Storm | Stream | At least once |
Apache Heron | Stream | At most once, at least once, exactly once |
Apache Samza | Batch and Stream | At least once |
Amazon Kinesis | Batch and Stream | At-least once |