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Showing 2014 · cs.DCShow all
2 papers · 2 filters
cs.DC2014★ 6 cited
Floe: A Continuous Dataflow Framework for Dynamic Cloud Applications
Yogesh Simmhan, Alok Kumbhare
Applications in cyber-physical systems are increasingly coupled with online instruments to perform long running, continuous data processing. Such "always on" dataflow applications…
cs.DC2014★ 6 cited
A Distributed Frank-Wolfe Algorithm for Communication-Efficient Sparse Learning
Aurélien Bellet, Yingyu Liang, Alireza Bagheri Garakani +2
Learning sparse combinations is a frequent theme in machine learning. In this paper, we study its associated optimization problem in the distributed setting where the elements to b…