Articles with "micro batch" as a keyword



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Distributed Join Processing Between Streaming and Stored Big Data Under the Micro-Batch Model

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Published in 2019 at "IEEE Access"

DOI: 10.1109/access.2019.2904730

Abstract: 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… read more here.

Keywords: batch model; micro batch; join; stream processing ... See more keywords
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Adaptive Scheduling Parallel Jobs with Dynamic Batching in Spark Streaming

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Published in 2018 at "IEEE Transactions on Parallel and Distributed Systems"

DOI: 10.1109/tpds.2018.2846234

Abstract: Today enterprises have massive stream data that require to be processed in real time due to data explosion in recent years. Spark Streaming as an emerging system is developed to process real time stream data… read more here.

Keywords: spark; spark streaming; time; dynamic batching ... See more keywords