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» A Model of Computation for MapReduce
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96
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CCGRID
2010
IEEE
15 years 4 months ago
An Analysis of Traces from a Production MapReduce Cluster
Soila Kavulya, Jiaqi Tan, Rajeev Gandhi, Priya Nar...
CLUSTER
2009
IEEE
15 years 10 months ago
SJMR: Parallelizing spatial join with MapReduce on clusters
Shubin Zhang, Jizhong Han, Zhiyong Liu, Kai Wang, ...
143
Voted
NSDI
2010
15 years 5 months ago
Airavat: Security and Privacy for MapReduce
We present Airavat, a MapReduce-based system which provides strong security and privacy guarantees for distributed computations on sensitive data. Airavat is a novel integration o...
Indrajit Roy, Srinath T. V. Setty, Ann Kilzer, Vit...
165
Voted
ICWS
2009
IEEE
15 years 1 months ago
A MapReduce-Enabled Scientific Workflow Composition Framework
MapReduce has recently gained a lot of attention as a parallel programming model for scalable data-intensive business and scientific analysis. In order to benefit from this powerf...
Xubo Fei, Shiyong Lu, Cui Lin
129
Voted
CORR
2012
Springer
209views Education» more  CORR 2012»
13 years 11 months ago
Densest Subgraph in Streaming and MapReduce
The problem of finding locally dense components of a graph is an important primitive in data analysis, with wide-ranging applications from community mining to spam detection and ...
Bahman Bahmani, Ravi Kumar, Sergei Vassilvitskii