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Optimizes Semi-External Memory Tree Operations for machine learning

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Monya      monya

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Optimizes Semi-External Memory Tree Operations for machine learning.

It does the heavy lifting for you!

Monya's backbone

  • p-threads for multithreading.
  • numa for NUMA optimization.
  • SAFS for a semi-external memory vertex-centric interface.

System Requirements

  • Linux or Mac OS 10.*
  • At least 4 (GB) of RAM
  • Administrative privileges

Installation

The following is Tested on Ubuntu 14.04 - 16.04. We require a minimum of gcc-5 for compilation.

Problems ?

Post an issue and we'll get to it as soon as possible.

Appendix

Uses libSAFS ([pdf][bib]) as the io backend for external memory applications.

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