Hi Srinath,
Yes , Mahout has algorithms that can be used for streaming applications
such as SGD. They have listed their algorithms in [1]. And IMO in Samoa
they have implement some streaming applications based on those algorithms .
Seems to be they are still on it. you can see couple of such applications
in [2].i have been going through it recently.thank you.
regards,
Mahesh.

[1] http://mahout.apache.org/users/basics/algorithms.html
[2]
https://samoa.incubator.apache.org/documentation/SAMOA-and-Machine-Learning.html
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