User:AjayT-CA/sandbox

= DKube.IO = DKube.IO is a portal dedicated to all things DKube, an MLOps platform based on best of Kubeflow and MLFlow. DKube is owned and maintained by One Convergence Inc. based in San Jose, CA, USA. The goal of the DKube project has been to simplify the process of standing up an AI/ML infrastructure with core features of Kubeflow and MLFLow. Otherwise it can be weeks or months of work for most enterprises that requires regular maintenance and upkeep with the open source community.

DKube was built with the goal to enable a multi-cloud, private cloud, HPC/Slurm/LSF implementation of Kubeflow and MLFlow open source projects. DKube was started in 2018 starting with the birth of Kubeflow and MLFlow. DKube uses Kubeflow pipelines and KFServing components of Kubeflow and experiment tracking and model registry and tracking components of MLFlow

DKube is on its Release 3.x as of Sep 2022 and integrates with standard authentication, code control, storage resources. DKube has a role based access allowing the organization owners to limit the use of the product for a specific functions to a specific user. DKube also offers full traceability and lineage of the data prep, training or serving jobs that are often required in regulated industries such as pharma, medical tech, defense, government and so on In addition it integrates with HPC clusters if available on Slurm or LSF to run the data prep or model training.