GML is a fast, distributed, in-memory sparse (and dense) matrix libraries.
It does not use RDDs for resilience. Instead we have examples that use
Resilient X10 (which provides recovery of distributed control structures
in case of node failure) and Hazelcast for stable storage.
We are looking
Thanks Vijay, but the setup requirement for GML was not straightforward for
me at all, so I put it aside for a while.
best,
/Shahab
On Sun, Mar 1, 2015 at 9:34 AM, Vijay Saraswat vi...@saraswat.org wrote:
GML is a fast, distributed, in-memory sparse (and dense) matrix
libraries.
It does
Thanks Josef for the comments, I think I need to do some benchmarking.
best,
/Shahab
On Sun, Mar 1, 2015 at 1:25 AM, Joseph Bradley jos...@databricks.com
wrote:
Hi Shahab,
There are actually a few distributed Matrix types which support sparse
representations: RowMatrix, IndexedRowMatrix,
Hi Shahab,
There are actually a few distributed Matrix types which support sparse
representations: RowMatrix, IndexedRowMatrix, and CoordinateMatrix.
The documentation has a bit more info about the various uses:
http://spark.apache.org/docs/latest/mllib-data-types.html#distributed-matrix
The
Available in GML --
http://x10-lang.org/x10-community/applications/global-matrix-library.html
We are exploring how to make it available within Spark. Any ideas would
be much appreciated.
On 2/27/15 7:01 AM, shahab wrote:
Hi,
I just wonder if there is any Sparse Matrix implementation
Thanks a lot Vijay, let me see how it performs.
Best
Shahab
On Friday, February 27, 2015, Vijay Saraswat vi...@saraswat.org wrote:
Available in GML --
http://x10-lang.org/x10-community/applications/global-matrix-library.html
We are exploring how to make it available within Spark. Any ideas
Thanks,
But do you know if access to Coordinated matrix elements is almost as fast
as a normal matrix or it has access time similar to RDD ( relatively slow)?
I am looking for some fast access sparse matrix data structure.
On Friday, February 27, 2015, Peter Rudenko petro.rude...@gmail.com
try using breeze (scala linear algebra library)
On Fri, Feb 27, 2015 at 5:56 PM, shahab shahab.mok...@gmail.com wrote:
Thanks a lot Vijay, let me see how it performs.
Best
Shahab
On Friday, February 27, 2015, Vijay Saraswat vi...@saraswat.org wrote:
Available in GML --
Hi,
I just wonder if there is any Sparse Matrix implementation available in
Spark, so it can be used in spark application?
best,
/Shahab
Yes, it's called Coordinated
Matrix(http://spark.apache.org/docs/latest/mllib-data-types.html#coordinatematrix)
you need to fill it with elemets of type MatrixEntry( (Long, Long, Double))
Thanks,
Peter Rudenko
On 2015-02-27 14:01, shahab wrote:
Hi,
I just wonder if there is any Sparse
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