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In order to interpret, enrich, and analyze the streaming data, stream applications often access the data stored in an external database. Although there has been a lot of studies on stream processing, little attention has been paid so far to the join between streaming data and stored data. In this paper, we propose a comprehensive solution called DS-join for distributed processing of the join under the micro-batch model of recently distributed stream processing engines (SPEs), such as sparkdoi:10.1109/access.2019.2904730 fatcat:gq3ntc2crbbgtk5lfwawmlpnre