Apache Beam Flink Pipeline Engine
The Flink Runner and Flink are suitable for large scale, continuous jobs, and provide:
A runtime that supports very high throughput and low event latency at the same time
Fault-tolerance with exactly-once processing guarantees
Custom memory management for efficient and robust switching between in-memory and out-of-core data processing algorithms
Integration with YARN and other components of the Apache Hadoop ecosystem
Check the Apache Beam Flink runner docs for more information.