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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Optimizing cost

When it comes to managing an OpenShift cluster, it’s not just about making sure your applications run smoothly; it’s also about keeping a close eye on your cloud infrastructure costs. OpenShift is incredibly powerful, but if you’re not careful, it can lead to unnecessary overspending. In this guide, we’ll dive into some practical strategies to help you fine-tune your OpenShift cluster, so you can strike that perfect balance between having the resources you need and keeping your budget under control. From optimizing how you allocate resources to scaling your cluster intelligently, these practices will empower you to make the most of your Kubernetes setup without breaking the bank:

Rightsize resources: Take a closer look at the resource requirements of your applications running in Pods. Adjust the allocated CPU and memory to match the actual needs of each application. Avoid overallocating resources, which can lead to unnecessary costs...

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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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