Incremental, iterative data processing with timely dataflow

Commun. ACM, Volume 59, Issue 10, 2016, Pages 75-83.

Cited by: 10|Bibtex|Views124|DOI:https://doi.org/10.1145/2983551
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Other Links: dblp.uni-trier.de|dl.acm.org|academic.microsoft.com

Abstract:

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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