CLASH: A High-Level Abstraction for Optimized, Multi-Way Stream Joins over Apache Storm

Proceedings of the 2019 International Conference on Management of Data(2019)

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摘要
We propose the demonstration of CLASH, a high-level abstraction on top of Apache Storm. CLASH is designed around MultiStream, a novel join operator designed for native support of distributed, multi-way stream joins. MultiStream allows trading off materialization of intermediate results versus communication load. With this demonstration, we invite the audience to explore the full potential of CLASH: multi-way stream joins, creation of complex join plans and their automated optimization, and ultimately the hassle-free SQL-style user/application interface and the translation of the optimized query plans to deployable Storm topologies that are executed on our local compute cluster.
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关键词
apache storm, join computation, query optimization, stream join, theta join
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