Copyright© 2019 CodiLime Sp. z o.o. All Rights Reserved. BUILDING A CLOUD-NATIVE APPLIACATION WITH KUBERNETES 100K Experiments done in the cloud 3000+ Users 15k+ Hours of GPU virtual machines used 99.99%+ Availability Usage statistics Results & benefits Data scientists are currently in high demand as more and more companies uses machine learning to support their businesses. Most of them are more scientists or mathematicians than engineers, and handling infrastructure is usually outside of their comfort zone. The business challenge here was to make their work as painless as possible. This goal needed to be addressed, taking into account also another challenge. The need for computing power varies greatly between different machine learning projects, and even within a single projec

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