Selected Template

Kubeflow Pipeline

Kubeflow Pipeline

The cookie-cutter template for Kubeflow deployment.
This template generates a Terraform script that can deploy a Kubeflow production-ready deployment.
It is set up to use GCS and CloudSQL as backends to the service with automatically deployed Kubeflow and Kubeflow Serving into GCP without requiring an AI platform. It provides an optional secure endpoint for Kubeflow Serving (TLS and IAP) and secures an attempt to optimize GKE resource usage and thus billing costs.

Benefits of Kubeflow Pipeline through the Aliz Intelligence Platform

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Quick start on GCP with a ready-to-use code and project

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IAM: manage roles and permissions on user and domain level, or access with service account

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Manage multiple environments (dev, testing, staging, etc.), trace activity and changes

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Handle blueprint versions

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Automatic PR update on new version (security patch)

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Least privilege principle security (list of needed permissions to be able to provision it per blueprint)

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Provisioning: infrastructure as a code included

About the solution

What are the benefits of Kubeflow Pipelines?

Compliance and transparency

Compliance and transparency

The Kubeflow blueprint includes industry best practices in the form of ready-to-use codes or templates delivered to you, on your infrastructure, through seamless deployment for sustainable quality.

 Composable business

Composable business

The platform allows you to standardize workflows. Developing the models with maximum efficiency will not interfere with integration and will manage the risk of a lower ROI due to productizing and integration.

Effortless quality assurance

Effortless quality assurance

Applying best practices in production requires continual improvement and support. Leveraging on the blueprint repository of Aliz Intelligence Platform ensures that the technology is always up to date.

What’s under the hood?

Things you don't need to care about

Customisable

Customisable

By using one-click deployment of a Kubeflow cluster, you can customize it to your needs, and then simply deploy everything with Terraform.

It's always safe

It's always safe

By leveraging Google Cloud Platform's managed solutions, your pipeline artifacts are always safe.