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EUROSYS
2011
ACM
12 years 11 months ago
Scarlett: coping with skewed content popularity in mapreduce clusters
To improve data availability and resilience MapReduce frameworks use file systems that replicate data uniformly. However, analysis of job logs from a large production cluster show...
Ganesh Ananthanarayanan, Sameer Agarwal, Srikanth ...
EUROPAR
2009
Springer
13 years 12 months ago
Dynamic Virtual Cluster Reconfiguration for Efficient IaaS Provisioning
Abstract. Cloud computing is an emerging paradigm to provide Infrastructure as a Service (IaaS). In this paper we present NEPTUNE-IaaS, a software system able to support the whole ...
Vittorio Manetti, Pasquale Di Gennaro, Roberto Bif...
CLASSIFICATION
2007
105views more  CLASSIFICATION 2007»
13 years 8 months ago
Bayesian Regularization for Normal Mixture Estimation and Model-Based Clustering
Normal mixture models are widely used for statistical modeling of data, including cluster analysis. However maximum likelihood estimation (MLE) for normal mixtures using the EM al...
Chris Fraley, Adrian E. Raftery
PAMI
2008
270views more  PAMI 2008»
13 years 8 months ago
Randomized Clustering Forests for Image Classification
This paper introduces three new contributions to the problems of image classification and image search. First, we propose a new image patch quantization algorithm. Other competitiv...
Frank Moosmann, Eric Nowak, Frédéric...
SIGCSE
2008
ACM
211views Education» more  SIGCSE 2008»
13 years 8 months ago
Cluster computing for web-scale data processing
In this paper we present the design of a modern course in cluster computing and large-scale data processing. The defining differences between this and previously published designs...
Aaron Kimball, Sierra Michels-Slettvet, Christophe...