Hadoop Performance Models

Details Hadoop Performance Models Hadoop Performance Models

2011-06-06

arxiv.org/abs/1106.0940v1

Computer Science

Distributed, Parallel, and Cluster Computing

16 pages, 0 figures, Duke University Technical Report

Scientific paper

Hadoop MapReduce is now a popular choice for performing large-scale data analytics. This technical report describes a detailed set of mathematical performance models for describing the execution of a MapReduce job on Hadoop. The models describe dataflow and cost information at the fine granularity of phases within the map and reduce tasks of a job execution. The models can be used to estimate the performance of MapReduce jobs as well as to find the optimal configuration settings to use when running the jobs.

Affiliated with

Also associated with

No associations

Rating

Hadoop Performance Models does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Hadoop Performance Models, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Hadoop Performance Models will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-388893