Petuum, a distributed machine learning framework

Petuum, a distributed machine learning framework(petuum.github.io)

48 points by brendano 11 years ago | 6 comments

sandstrom 11 years ago |

A comparison with http://prediction.io would be interesting.

turingbook 11 years ago |

Project lead Eric Xing has a nice talk about Petuum on Big Data Technology Conference 2014 in China: http://petuum.github.io/papers/eric_bdtc2014.pdf

dundun 11 years ago |

Browsing through the code, this looks a bit rough around the edges and untested. I'd wonder how it compares to similar packages for Spark, Hadoop or Flink. Lack of numbers and users make me wonder if it's anything more than someone's PhD project at CMU.

simi_ 11 years ago |

I wonder how it compares to http://mahout.apache.org/

joostshao 11 years ago | |

mahout is based on hadoop, mostly slower than cpp learning framework

joostshao 11 years ago |

http://paracel.io/

this is a similar project from douban inc.