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» Co-Scheduling of Computation and Data on Computer Clusters
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CCGRID
2006
IEEE
15 years 10 months ago
The Signal Data Explorer: A High Performance Grid based Signal Search Tool for use in Distributed Diagnostic Applications
We describe a high performance Grid based signal search tool for distributed diagnostic applications developed in conjunction with Rolls-Royce plc for civil aero engine condition ...
Martyn Fletcher, Tom Jackson, Mark Jessop, Bojian ...
157
Voted
SDM
2009
SIAM
160views Data Mining» more  SDM 2009»
16 years 1 months ago
Discovering Substantial Distinctions among Incremental Bi-Clusters.
A fundamental task of data analysis is comprehending what distinguishes clusters found within the data. We present the problem of mining distinguishing sets which seeks to find s...
Faris Alqadah, Raj Bhatnagar
138
Voted
ISHPC
2003
Springer
15 years 9 months ago
Distribution-Insensitive Parallel External Sorting on PC Clusters
There have been many parallel external sorting algorithms reported such as NOW-Sort, SPsort, and hill sort, etc. They are for sorting large-scale data stored in the disk, but they ...
Minsoo Jeon, Dongseung Kim
132
Voted
ICPR
2008
IEEE
15 years 10 months ago
Incremental clustering via nonnegative matrix factorization
Nonnegative matrix factorization (NMF) has been shown to be an efficient clustering tool. However, NMF`s batch nature necessitates recomputation of whole basis set for new samples...
Serhat Selcuk Bucak, Bilge Günsel
126
Voted
COLT
2010
Springer
15 years 2 months ago
Robust Hierarchical Clustering
One of the most widely used techniques for data clustering is agglomerative clustering. Such algorithms have been long used across many different fields ranging from computational...
Maria-Florina Balcan, Pramod Gupta