Petuum, a distributed machine learning framework (opens in new tab)

(petuum.github.io)

48 pointsbrendano10y ago6 comments

6 comments

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

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

dundun10y 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.

1 more reply

simi_10y ago

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

joostshao10y ago

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

joostshao10y ago

http://paracel.io/

this is a similar project from douban inc.

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