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DICTA
2003
13 years 8 months ago
Algebraic Curve Fitting Support Vector Machines
An algebraic curve is defined as the zero set of a multivariate polynomial. We consider the problem of fitting an algebraic curve to a set of vectors given an additional set of v...
Christian J. Walder, Brian C. Lovell, Peter J. Koo...
ISCAPDCS
2001
13 years 8 months ago
End-user Tools for Application Performance Analysis Using Hardware Counters
One purpose of the end-user tools described in this paper is to give users a graphical representation of performance information that has been gathered by instrumenting an applica...
Kevin S. London, Jack Dongarra, Shirley Moore, Phi...
FAST
2003
13 years 8 months ago
Semantically-Smart Disk Systems
We propose and evaluate the concept of a semantically-smart disk system (SDS). As opposed to a traditional “smart” disk, an SDS has detailed knowledge of how the file system ...
Muthian Sivathanu, Vijayan Prabhakaran, Florentina...
NIPS
2004
13 years 8 months ago
Hierarchical Eigensolver for Transition Matrices in Spectral Methods
We show how to build hierarchical, reduced-rank representation for large stochastic matrices and use this representation to design an efficient algorithm for computing the largest...
Chakra Chennubhotla, Allan D. Jepson
MASCOTS
2003
13 years 8 months ago
Disk Built-in Caches: Evaluation on System Performance
Disk drive manufacturers are putting increasingly larger built-in caches into disk drives. Today, 2 MB buffers are common on low-end retail IDE/ATA drives, and some SCSI drives ar...
Yingwu Zhu, Yiming Hu