54 citations · 66 across the 5 of their papers we have counts for
Showing 2012Show all
2 papers · 1 filter
cs.DB2012★ 4 cited
Spinning Fast Iterative Data Flows
Stephan Ewen, Kostas Tzoumas, Moritz Kaufmann +1
Parallel dataflow systems are a central part of most analytic pipelines for big data. The iterative nature of many analysis and machine learning algorithms, however, is still a cha…
cs.DB2012
Opening the Black Boxes in Data Flow Optimization
Fabian Hueske, Mathias Peters, Matthias Sax +4
Many systems for big data analytics employ a data flow abstraction to define parallel data processing tasks. In this setting, custom operations expressed as user-defined functions…