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ICPPW
2005
IEEE
15 years 12 months ago
Performance Prophet: A Performance Modeling and Prediction Tool for Parallel and Distributed Programs
High-performance computing is essential for solving large problems and for reducing the time to solution for a single problem. Current top high-performance computing systems conta...
Sabri Pllana, Thomas Fahringer
IPPS
2007
IEEE
16 years 19 days ago
Babel Remote Method Invocation
Babel is a high-performance, n-way language interoperability tool for the HPC community that now includes support for distributed computing via Remote Method Invocation (RMI). We ...
Gary Kumfert, James Leek, Thomas Epperly
JSSPP
2004
Springer
15 years 11 months ago
Scheduling on the Top 50 Machines
The well-known TOP500 list ranks the 500 most powerful high-performance computers. However, the list lacks details about the job management and scheduling on these machines. As thi...
Carsten Ernemann, Martin Krogmann, Joachim Lepping...
WWW
2011
ACM
15 years 1 months ago
Parallel boosted regression trees for web search ranking
Gradient Boosted Regression Trees (GBRT) are the current state-of-the-art learning paradigm for machine learned websearch ranking — a domain notorious for very large data sets. ...
Stephen Tyree, Kilian Q. Weinberger, Kunal Agrawal...
NOMS
2006
IEEE
16 years 10 days ago
Predicting Machine Availabilities in Desktop Pools
—This paper describes a study of predicting machine availabilities and user presence in a pool of desktop computers. The study is based on historical traces collected from 32 mac...
Artur Andrzejak, Patrício Domingues, Lu&iac...