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» Advanced High Performance Algorithms for Data Processing
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VLDB
2001
ACM
86views Database» more  VLDB 2001»
15 years 11 months ago
Intelligent Rollups in Multidimensional OLAP Data
In this paper we propose a new operator for advanced exploration of large multidimensional databases. The proposed operator can automatically generalize from a specific problem c...
Gayatri Sathe, Sunita Sarawagi
ICML
2001
IEEE
16 years 7 months ago
Learning to Generate Fast Signal Processing Implementations
A single signal processing algorithm can be represented by many mathematically equivalent formulas. However, when these formulas are implemented in code and run on real machines, ...
Bryan Singer, Manuela M. Veloso
DAC
2006
ACM
16 years 7 months ago
Multiprocessor system-on-chip data reuse analysis for exploring customized memory hierarchies
The increasing use of Multiprocessor Systems-on-Chip (MPSoCs) for high performance demands of embedded applications results in high power dissipation. The memory subsystem is a la...
Ilya Issenin, Erik Brockmeyer, Bart Durinck, Nikil...
KDD
2003
ACM
146views Data Mining» more  KDD 2003»
16 years 7 months ago
Probabilistic discovery of time series motifs
Several important time series data mining problems reduce to the core task of finding approximately repeated subsequences in a longer time series. In an earlier work, we formalize...
Bill Yuan-chi Chiu, Eamonn J. Keogh, Stefano Lonar...
APPML
2005
101views more  APPML 2005»
15 years 6 months ago
A numerical method for mass spectral data analysis
The new generation of mass spectrometers produces an astonishing amount of high-quality data in a brief period of time, leading to inevitable data analysis bottlenecks. Automated ...
Anthony J. Kearsley, William E. Wallace, Javier Be...