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1. 1. Evaluation of MLOps Tools for Kubernetes : A Rudimentary Comparison Between Open Source Kubeflow, Pachyderm and Polyaxon

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Anders Köhler; [2022]
   Keywords : MLOps; machine learning; Kubernetes; cloud computing; cloud native; Kubernetes native; MLOps; maskininlärning; Kubernetes; molnberäkning; cloud native; Kubernetes native;

   Abstract : MLOps and Kubernetes are two major components of the modern-day information technology landscape, and their impact on the field is likely to grow even stronger in the near future. As a multitude of tools have been developed for the purpose of facilitating effortless creation of cloud native MLOps solutions, many of them have been designed, to varying degrees, to integrate with the Kubernetes system. READ MORE