Sics Sweden's scientific contributions

Publication (1)

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Apache Flink 1 is an open-source system for processing streaming and batch data. Flink is built on the philosophy that many classes of data processing applications, including real-time analytics, continuous data pipelines, historic data processing (batch), and iterative algorithms (machine learning, graph analysis) can be expressed and executed as...


... Due to this reason, trend calculation is used as the main procedure to evaluate the scalability of DIRAP. Other proposals behave similarly, whereas extensive results for the scalability of streaming outlier detection using Flink have Flink appeared in Toliopoulos et al. (2020b); more generic insights into Flink behaviour can be found in publications, such as Carbone et al. (2015). Trend calculation requires two parameters, namely the window size, and the window slide. ...