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» Implementing Java on Clusters
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145
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ICPADS
2010
IEEE
14 years 11 months ago
Enhancing MapReduce via Asynchronous Data Processing
The MapReduce programming model simplifies large-scale data processing on commodity clusters by having users specify a map function that processes input key/value pairs to generate...
Marwa Elteir, Heshan Lin, Wu-chun Feng
129
Voted
SIGMOD
2012
ACM
226views Database» more  SIGMOD 2012»
13 years 4 months ago
SkewTune: mitigating skew in mapreduce applications
We present an automatic skew mitigation approach for userdefined MapReduce programs and present SkewTune, a system that implements this approach as a drop-in replacement for an e...
YongChul Kwon, Magdalena Balazinska, Bill Howe, Je...
147
Voted
EDBT
2012
ACM
306views Database» more  EDBT 2012»
13 years 4 months ago
Clydesdale: structured data processing on MapReduce
MapReduce has emerged as a promising architecture for large scale data analytics on commodity clusters. The rapid adoption of Hive, a SQL-like data processing language on Hadoop (...
Tim Kaldewey, Eugene J. Shekita, Sandeep Tata
101
Voted
BMCBI
2008
93views more  BMCBI 2008»
15 years 1 months ago
A software application for comparing large numbers of high resolution MALDI-FTICR MS spectra demonstrated by searching candidate
Background: A JavaTM application is presented, which compares large numbers (n > 100) of raw FTICR mass spectra from patients and controls. Two peptide profile matrices can be ...
Mark K. Titulaer, Dana A. N. Mustafa, Ivar Siccama...
75
Voted
ICIP
2001
IEEE
16 years 3 months ago
A scalable integrated region-based image retrieval system
In this paper, we present a scalable algorithm for indexing and retrieving images based on region segmentation. The method uses statistical clustering on region features and IRM (...
Yanping Du, James Ze Wang