Re: Hadoop implementation of ParallelSGDFactorizer

2013-09-08 Thread Tevfik Aytekin
There seems to be no Hadoop implementation of ParallelSGDFactorizer. >> ALSWRFactorizer has a Hadoop implementation. >> >> ParallelSGDFactorizer (since it is based on stochastic gradient >> descent) is much faster than ALSWRFactorizer. >> >> I don't kno

Re: Hadoop implementation of ParallelSGDFactorizer

2013-09-07 Thread Tevfik Aytekin
> > >> > On 07.09.2013 19:08, Tevfik Aytekin wrote: >> >> Hi, >> >> There seems to be no Hadoop implementation of ParallelSGDFactorizer. >> >> ALSWRFactorizer has a Hadoop implementation. >> >> >> >> ParallelSGDFactorizer (

Re: Hadoop implementation of ParallelSGDFactorizer

2013-09-07 Thread Ted Dunning
; wrote: > > IIRC the algorithm behind ParallelSGDFactorizer needs shared memory, > > which is not given in a shared-nothing environment. > > > > > > On 07.09.2013 19:08, Tevfik Aytekin wrote: > >> Hi, > >> There seems to be no Hadoop impl

Re: Hadoop implementation of ParallelSGDFactorizer

2013-09-07 Thread Tevfik Aytekin
There seems to be no Hadoop implementation of ParallelSGDFactorizer. >> ALSWRFactorizer has a Hadoop implementation. >> >> ParallelSGDFactorizer (since it is based on stochastic gradient >> descent) is much faster than ALSWRFactorizer. >> >> I don't kno

Re: Hadoop implementation of ParallelSGDFactorizer

2013-09-07 Thread Sebastian Schelter
IIRC the algorithm behind ParallelSGDFactorizer needs shared memory, which is not given in a shared-nothing environment. On 07.09.2013 19:08, Tevfik Aytekin wrote: > Hi, > There seems to be no Hadoop implementation of ParallelSGDFactorizer. > ALSWRFactorizer has a Hadoop imple

Hadoop implementation of ParallelSGDFactorizer

2013-09-07 Thread Tevfik Aytekin
Hi, There seems to be no Hadoop implementation of ParallelSGDFactorizer. ALSWRFactorizer has a Hadoop implementation. ParallelSGDFactorizer (since it is based on stochastic gradient descent) is much faster than ALSWRFactorizer. I don't know Hadoop much. But it seems to me that a H