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Home > This Week in Machine Learning & Artificial Intelligence (AI) Podcast > Scaling TensorFlow at LinkedIn with Jonathan Hung - #314
Podcast: This Week in Machine Learning & Artificial Intelligence (AI) Podcast
Episode:

Scaling TensorFlow at LinkedIn with Jonathan Hung - #314
Category: Technology
Duration: 00:35:07
Publish Date: 2019-11-04 13:46:11
Description:

Today we’re joined by Jonathan Hung, Sr. Software Engineer at LinkedIn, who we caught up with at TensorFlow World last week. In our conversation, we discuss: 

  • Jonathan’s presentation at the event focused on LinkedIn’s efforts scaling Tensorflow.
  • Jonathan’s work as part of the Hadoop infrastructure team, including experimenting on Hadoop with various frameworks, and their motivation for using TensorFlow on their pre-existing Hadoop clusters infrastructure. 
  • TonY, or TensorFlow on Yard, LinkedIn’s framework that natively runs deep learning jobs on Hadoop, and its relationship with Pro-ML, LinkedIn’s internal AI Platform, which we’ve discussed on earlier episodes of the podcast (Link).
  • Finally, we discuss how far LinkedIn’s Hadoop infrastructure has come since 2017, and their foray into using Kubernetes for research. 

The complete show notes can be found at twimlai.com/talk/314.
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