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Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark

Michael Armbrust
Michael Armbrust
Tathagata Das
Tathagata Das
Joseph Torres
Joseph Torres
Burak Yavuz
Burak Yavuz
Shixiong Zhu
Shixiong Zhu
Reynold Xin
Reynold Xin
Ali Ghodsi
Ali Ghodsi
Ion Stoica
Ion Stoica
Matei Zaharia
Matei Zaharia

SIGMOD/PODS '18: International Conference on Management of Data Houston TX USA June, 2018, pp. 601-613, 2018.

Cited by: 62|Bibtex|Views191|DOI:https://doi.org/10.1145/3183713.3190664
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Other Links: dblp.uni-trier.de|academic.microsoft.com|dl.acm.org

Abstract:

With the ubiquity of real-time data, organizations need streaming systems that are scalable, easy to use, and easy to integrate into business applications. Structured Streaming is a new high-level streaming API in Apache Spark based on our experience with Spark Streaming. Structured Streaming differs from other recent streaming APIs, such...More

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