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Dr. Vijay Srinivas A.




Organizer since:

November 5, 2013

How are you using Spark? Production use cases are most welcome.

We have built PMML scoring engines over Spark. We have also built few machine learning algorithms over Spark such as the Naive Bayes and Logistic Regression.

Have you used Spark with Mesos/Yarn?

Spark with Mesos, still to try out Spark over Yarn.

Have you built machine learning algorithms with Spark?

Yes, several including Naive Bayes, Logistic Regression, Random Forests etc.

Do you need to look beyond Hadoop for big data analytics?

Yes, we look at beyond Hadoop for realizing solutions to optimization problems, graph analytics and any iterative machine learning algorithm.


Vijay has a PhD from IIT Madras and has been in the forefront of Industrial R&D in distributed systems, cloud computing and big data analytics. He heads Big data R&D for iLabs @Impetus. He has 2 issued US patents and 10s of publications (IEEE trans).

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