Incremental, Iterative Data Processing with Timely Dataflow.

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 t...

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Bibliographic Details

Published in:	Communications of the ACM Vol. 59; no. 10; pp. 75 - 84
Main Authors:	Murray, Derek G., McSherry, Frank, Isard, Michael, Isaacs, Rebecca, Barham, Paul, Abadi, Martín
Format:	Article
Published:	Association for Computing Machinery Oct2016
Subjects:	Data flow computing Distributed computing Computer systems Batch processing Electronic data processing
Online Access:	View this record in EBSCOhost