Runway - Model Lifecycle Management at Netflix

Eugen Cepoi and Liping Peng, Netflix

Abstract: 

In this talk, we are going to present Runway, Netflix’s model lifecycle management system. There are a plethora of Machine Learning models that drive Netflix personalization and Runway is responsible for managing all those models.

Eugen Cepoi, Netflix

Eugen is a Senior Software Engineer part of Netflix's Personalization Infrastructure team. He has been working for the past couple years on building infrastructure for ML applied to Netflix's product personalization.

Liping Peng, Netflix

Liping is a Senior Software Engineer part of Netflix's Personalization Infrastructure team. She has been working for the past couple years on building infrastructure for ML applied to Netflix's product personalization.

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BibTeX
@conference {256658,
author = {Eugen Cepoi and Liping Peng},
title = {Runway - Model Lifecycle Management at Netflix},
year = {2020},
publisher = {{USENIX} Association},
month = jul,
}

Presentation Video 
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