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» Improvements to the scalability of multiobjective clustering
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HPDC
2000
IEEE
15 years 10 months ago
RAID-x: A New Distributed Disk Array for I/O-Centric Cluster Computing
A new RAID-x (redundant array of inexpensive disks at level x) architecture is presented for distributed I/O processing on a serverless cluster of computers. The RAID-x architectu...
Kai Hwang, Hai Jin, Roy S. C. Ho
SIGKDD
2000
95views more  SIGKDD 2000»
15 years 5 months ago
Scalability for Clustering Algorithms Revisited
This paper presents a simple new algorithm that performs k-means clustering in one scan of a dataset, while using a bu er for points from the dataset of xed size. Experiments show...
Fredrik Farnstrom, James Lewis, Charles Elkan
KDD
2009
ACM
182views Data Mining» more  KDD 2009»
16 years 6 months ago
Scalable graph clustering using stochastic flows: applications to community discovery
Algorithms based on simulating stochastic flows are a simple and natural solution for the problem of clustering graphs, but their widespread use has been hampered by their lack of...
Venu Satuluri, Srinivasan Parthasarathy
HCI
2007
15 years 7 months ago
FPF-SB : A Scalable Algorithm for Microarray Gene Expression Data Clustering
Efficient and effective analysis of large datasets from microarray gene expression data is one of the keys to time-critical personalized medicine. The issue we address here is the ...
Filippo Geraci, Mauro Leoncini, Manuela Montangero...
ICC
2000
IEEE
113views Communications» more  ICC 2000»
15 years 10 months ago
LSMAC and LSNAT: Two Approaches for Cluster-Based Scalable Web Servers
— Server responsiveness and scalability are more important than ever in today’s client/server dominated network environments. Recently, researchers have begun to consider clust...
Xuehong Gan, Trevor Schroeder, Steve Goddard, Byra...