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  • 2 years ago
Jai Ranganathan on architecting big data applications in the cloud

Jai Ranganathan on architecting big data applications in the cloud

The O’Reilly Data Show podcast: The Hadoop ecosystem, the recent surge in interest in all things real time, and developments in hardware.In this episode of the O'Reilly Data Show, I sat down with Jai Ranganathan, senior director of product management at Cloudera. We talked about the trends in the Hadoop ecosystem, cloud computing, the recent surge in interest in all things real time, and hardware trends:
Large-scale machine learning

This sounds a bit like this should already exist in really good form right now, but one of the things that I'm really interested in is expanding the set of capabilities for distributed machine learning. While there are systems out there today that do do this, I think relative to what you can experience from a singular environment learning scikit-learn or R, the set of things you can do in a distributed fashion is limited. ... It's not easy to distribute various algorithms and model-building techniques. I think there is still a lot of work for us to do to

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