Benchmark measures Apache Beam overhead on three stream processors and reports up to 58x slowdown plus high variance versus native implementations.
The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of- Order Data Processing
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Quantitative Impact Evaluation of an Abstraction Layer for Data Stream Processing Systems
Benchmark measures Apache Beam overhead on three stream processors and reports up to 58x slowdown plus high variance versus native implementations.