GOTO 2019 • Using Kubernetes for Machine Learning Frameworks • Arun Gupta

This presentation was recorded at GOTO Chicago 2019. #gotocon #gotochgo Arun Gupta - Principal Open Source Technologist at AWS and CNCF Board Member ABSTRACT Kubernetes provides isolation, auto-scaling, load balancing, flexibility and GPU support. These features are critical to run computationally and data intensive and hard to parallelize machine learning models. Declarative syntax of Kubernetes deployment descriptors make it easy for non-operationally focused engineers to easily trai