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115
Voted
SIGMOD
2011
ACM
14 years 3 months ago
2011
ACM
Today’s one-pass analytics applications tend to be data-intensive in nature and require the ability to process high volumes of data efficiently. MapReduce is a popular programm...
149
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CLUSTER
2011
IEEE
14 years 18 days ago
2011
IEEE
—Computing systems will grow significantly larger in the near future to satisfy the needs of computational scientists in areas like climate modeling, biophysics and cosmology. S...
117
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CLUSTER
2011
IEEE
14 years 18 days ago
2011
IEEE
—Atomic operations are important building blocks in supporting general-purpose computing on graphics processing units (GPUs). For instance, they can be used to coordinate executi...
122
Voted
SIGMOD
2012
ACM
13 years 3 months ago
2012
ACM
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...
98
Voted
IPPS
2009
IEEE
15 years 7 months ago
2009
IEEE
When investigating the performance of running scientific/ commercial workflows in parallel and distributed systems, we often take into account only the resources allocated to the ...