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From "Nikita Ivanov (JIRA)" <j...@apache.org>
Subject [jira] [Created] (IGNITE-1251) Develop a library of distributed data types for ML applications.
Date Fri, 14 Aug 2015 16:26:46 GMT
Nikita Ivanov created IGNITE-1251:
-------------------------------------

             Summary: Develop a library of distributed data types for ML applications.
                 Key: IGNITE-1251
                 URL: https://issues.apache.org/jira/browse/IGNITE-1251
             Project: Ignite
          Issue Type: Task
          Components: data structures
            Reporter: Nikita Ivanov
            Assignee: Nikita Ivanov


Essentially, we want to make Ignite as friendly to ML application as possible. The first step
here is to develop a set of basic (distributed) data structures that can be used in implementing
ML algorithms. 

We should borrow most of the ideas from the great Apache Spark project: https://spark.apache.org/docs/latest/mllib-data-types.html
Our implementation should be based on Ignite data grid / compute grid capabilities (instead
of Spark RDD concept).

Implementation language should be Java (as well as making sure that these Java APIs can be
used relatively pain-free from other JVM-based languages such as Scala and Groovy).



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