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201
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AAAI
2010
15 years 7 months ago
2010
Dimensionality reduction is the process by which a set of data points in a higher dimensional space are mapped to a lower dimension while maintaining certain properties of these p...
157
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CLUSTER
2009
IEEE
16 years 1 months ago
2009
IEEE
— Cloud computing has gained significant traction in recent years. The Map-Reduce framework is currently the most dominant programming model in cloud computing settings. In this ...
191
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EUROPAR
2009
Springer
16 years 25 days ago
2009
Springer
Recently many large scale computer systems are built in order to meet the high storage and processing demands of compute and data-intensive applications. MapReduce is one of the mo...
165
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DCG
2010
15 years 4 months ago
2010
A new approach to algorithmic computation of the homology of spaces and maps is presented. The key point of the approach is a change in the representation of sets. The proposed rep...
201
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ICS
1993
Tsinghua U.
15 years 10 months ago
1993
Tsinghua U.
Mapping data to parallel computers aims at minimizing the execution time of the associated application. However, it can take an unacceptable amount of time in comparison with the ...