ALS checkpoint performance

2014-08-15 Thread Debasish Das
Hi, Are there any experiments detailing the performance hit due to HDFS checkpoint in ALS ? As we scale to large ranks with more ratings, I believe we have to cut the RDD lineage to safe guard against the lineage issue... Thanks. Deb

Re: ALS checkpoint performance

2014-08-15 Thread Xiangrui Meng
Guoqiang reported some results in his PRs https://github.com/apache/spark/pull/828 and https://github.com/apache/spark/pull/929 . But this is really problem-dependent. -Xiangrui On Fri, Aug 15, 2014 at 12:30 PM, Debasish Das debasish.da...@gmail.com wrote: Hi, Are there any experiments