54 citations · 58 across the 2 of their papers we have counts for
2 papers
cs.DC2015★ 54 cited
Lightweight Asynchronous Snapshots for Distributed Dataflows
Paris Carbone, Gyula Fóra, Stephan Ewen +2
Distributed stateful stream processing enables the deployment and execution of large scale continuous computations in the cloud, targeting both low latency and high throughput. One…
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…