Incremental, iterative data processing with timely dataflow
Commun. ACM, Volume 59, Issue 10, 2016, Pages 75-83.
We describe the timely dataflow model for distributed computation and its implementation in the Naiad system. The model supports stateful iterative and incremental computations. It enables both low-latency stream processing and high-throughput batch processing, using a new approach to coordination that combines asynchronous and fine-grain...More
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