3 search results - page 1 / 1 » SystemML: Declarative machine learning on MapReduce |
ICDE
2011
IEEE
12 years 8 months ago
2011
IEEE
Abstract—MapReduce is emerging as a generic parallel programming paradigm for large clusters of machines. This trend combined with the growing need to run machine learning (ML) a...
ICDE
2012
IEEE
11 years 7 months ago
2012
IEEE
—With the exponential growth in the amount of data that is being generated in recent years, there is a pressing need for applying machine learning algorithms to large data sets. ...
OSDI
2008
ACM
13 years 6 months ago
2008
ACM
DryadLINQ is a system and a set of language extensions that enable a new programming model for large scale distributed computing. It generalizes previous execution environments su...