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Deterministic Model for Distributed Speculative Stream Processing

P. 233–246.
Kuralenok I., Trofimov A., Marshalkin N., Novikov B.

Users of modern distributed stream processing systems have to choose between non-deterministic computations and high latency due to a need in excessive buffering. We introduce a speculative model based on MapReduce-complete set of operations that allows us to achieve determinism and low-latency. Experiments show that our prototype can outperform existing solutions due to low overhead of optimistic synchronization.

Language: English
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Keywords: Data streamsDistributed processingDrifting state

In book

Lecture Notes in Computer Science
Vol. 11019: Advances in Databases and Information Systems . , Springer, 2018.
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