Kubernetes pod autoscaler using custom metrics

Kubernetes pod autoscaler using custom metrics

  • August 4, 2019
Table of Contents

Kubernetes pod autoscaler using custom metrics

In this post we are going to demonstrate how to deploy a Kubernetes autoscaler using a third party metrics provider. You will learn how to expose any custom metric directly through the Kubernetes API implementing an extension service. Dynamic scaling is not a new concept by any means, but implementing your own scaler is a rather complex and delicate task.

That’s why the Kubernetes Horizontal Pod Autoscaler (HPA) is a really powerful Kubernetes mechanism: it can help you to dynamically adapt your service in a way that is reliable, predictable and easy to configure.

Source: sysdig.com

Share :
comments powered by Disqus

Related Posts

Future of CRDs: Structural Schemas

Future of CRDs: Structural Schemas

CustomResourceDefinitions were introduced roughly two years ago as the primary way to extend the Kubernetes API with custom resources. From the beginning they stored arbitrary JSON data, with the exception that kind, apiVersion and metadata had to follow the Kubernetes API conventions. In Kubernetes 1.8 CRDs gained the ability to define an optional OpenAPI v3 based validation schema.

Read More
Deprecated APIs Removed In Kubernetes 1.16

Deprecated APIs Removed In Kubernetes 1.16

As the Kubernetes API evolves, APIs are periodically reorganized or upgraded. When APIs evolve, the old API is deprecated and eventually removed. The 1.16 release will deprecate APIs for four services: None of these resources will be removed from Kubernetes or deprecated in any way.

Read More
YuniKorn: a universal resource scheduler

YuniKorn: a universal resource scheduler

We are super excited today to announce the open-sourcing of one of the exciting new projects we’ve been working behind the scenes at the intersection of big-data and computation platforms – YuniKorn! Yunikorn is a new standalone universal resource-scheduler responsible for allocating/managing resources for big-data workloads including batch jobs and long-running services. YuniKorn is a light-weight, universal resource scheduler for container orchestrator systems.

Read More