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» Improvements to the scalability of multiobjective clustering
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HPDC
2000
IEEE
15 years 4 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»
14 years 11 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 4 days 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 1 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 4 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...