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

Joseph Torres
Joseph Torres
Burak Yavuz
Burak Yavuz
Shixiong Zhu
Shixiong Zhu

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

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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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