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mrsimform: MapReduce based Simulation Informatics

Written by Austin Benson, Paul Constantine, David F. Gleich, and Yangyang Hou

Functionality

Th

Setup

mrsimform requires quite a few libraries as it combines the functionality of many different pieces of code. Please see INSTALL.md for help on setup. The code does not actually require any pieces to be installed on the system.

Papers

  • Tall and Skinny QR Factorizations in MapReduce architectures, Constantine and Gleich.

  • Direct Tall and Skinny QR Factorizations in MapReduce architectures, Benson, Gleich, and Demmel.

  • Distinguishing Signal from Noise in an SVD of simulation data, Constantine and Gleich.

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converting an entire directory of exodus files, computing variance, and outputting an exodus file

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  • Python 99.4%
  • Other 0.6%