Performance Modeling of MapReduce Jobs in Heterogeneous Cloud Environments

IEEE CLOUD, pp. 839-846, 2013.

Cited by: 42|Views15
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Abstract:

Many companies start using Hadoop for advanced data analytics over large datasets. While a traditional Hadoop cluster deployment assumes a homogeneous cluster, many enterprise clusters are grown incrementally over time, and might have a variety of different servers in the cluster. The nodes' heterogeneity represents an additional challeng...More

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