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» High performance computing through parallel processing
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ICIC
2009
Springer
15 years 2 months ago
Towards a Better Understanding of Random Forests through the Study of Strength and Correlation
In this paper we present a study on the Random Forest (RF) family of ensemble methods. From our point of view, a "classical" RF induction process presents two main drawba...
Simon Bernard, Laurent Heutte, Sébastien Ad...
IPPS
2000
IEEE
15 years 9 months ago
Gang Scheduling with Memory Considerations
A major problem with time slicing on parallel machines is memory pressure, as the resulting paging activity damages the synchronism among a job’s processes. An alternative is to...
Anat Batat, Dror G. Feitelson
OSDI
2004
ACM
16 years 5 months ago
MapReduce: Simplified Data Processing on Large Clusters
MapReduce is a programming model and an associated implementation for processing and generating large data sets. Users specify a map function that processes a key/value pair to ge...
Jeffrey Dean, Sanjay Ghemawat
EDOC
2002
IEEE
15 years 9 months ago
Web Service Interfaces for Inter-Organisational Business Processes: An Infrastructure for Automated Reconciliation
For the majority of front-end e-business systems, the assumption of a coherent and homogeneous set of interfaces is highly unrealistic. Problems start in the back-end, with system...
Giacomo Piccinelli, Wolfgang Emmerich, Christian Z...
IPPS
1998
IEEE
15 years 9 months ago
Optimizing Parallel Applications for Wide-Area Clusters
Recent developments in networking technology cause a growing interest in connecting local-area clusters of workstations over wide-area links, creating multilevel clusters, or meta...
Henri E. Bal, Aske Plaat, Mirjam G. Bakker, Peter ...