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» A Model of Computation for MapReduce
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CCGRID
2010
IEEE
14 years 10 months ago
An Analysis of Traces from a Production MapReduce Cluster
Soila Kavulya, Jiaqi Tan, Rajeev Gandhi, Priya Nar...
CLUSTER
2009
IEEE
15 years 4 months ago
SJMR: Parallelizing spatial join with MapReduce on clusters
Shubin Zhang, Jizhong Han, Zhiyong Liu, Kai Wang, ...
NSDI
2010
14 years 11 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...
ICWS
2009
IEEE
14 years 7 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
CORR
2012
Springer
209views Education» more  CORR 2012»
13 years 5 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