You're reading from MLOps with Red Hat OpenShift

Product typeBook

Published inJan 2024

PublisherPackt

ISBN-139781805120230

Edition1st Edition

Concepts

Machine Learning

Authors (2):

Ross Brigoli

Faisal Masood

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Provisioning an S3 store

ML loves data. A lot of data! S3-compatible object storage software is becoming the de facto standard for storing and retrieving unstructured data at scale and is available on all three big cloud vendors. You can leverage Kubernetes-native open source tools such as MinIO to provision an S3-compatible object store on your OpenShift cluster. MinIO is a high-performance, S3-compatible object store that can be deployed on OpenShift, through which you can use it on-premises and in the cloud.

Red Hat also provides an integrated storage component on the OpenShift platform, named Open Data Foundation, that provides an S3-compatible API. Any standard S3-compatible object storage product will work with ODS. For this book, we’ve chosen MinIO for simplicity. So, let’s start by installing MinIO on the OpenShift platform.

From the code repository for this book, go to the chapter3 folder and find the minio-complete.yaml file. The following steps show how...

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MLOps with Red Hat OpenShift

Published in: Jan 2024Publisher: PacktISBN-13: 9781805120230

Authors (2)

Ross Brigoli

Ross Brigoli is a consulting architect at Red Hat, where he focuses on designing and delivering solutions around microservices architecture, DevOps, and MLOps with Red Hat OpenShift for various industries. He has two decades of experience in software development and architecture.
Read more about Ross Brigoli

Faisal Masood

Faisal Masood is a cloud transformation architect at AWS. Faisal's focus is to assist customers in refining and executing strategic business goals. Faisal main interests are evolutionary architectures, software development, ML lifecycle, CD and IaC. Faisal has over two decades of experience in software architecture and development.
Read more about Faisal Masood

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Provisioning an S3 store

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Authors (2)

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