Autoscaling in Kubernetes: A Primer on Autoscaling

Autoscaling in Kubernetes: A Primer on Autoscaling

I will look at some key drivers for autoscaling in Kubernetes, you will be able to create a primer on autoscaling.

I will look at some key drivers for autoscaling, and by the end of this article, you will be able to create a set of acceptance criteria to evaluate the suitability of any autoscaling solution, including the ones designed for Kubernetes.

Life without autoscaling

Consider a Kubernetes service with 2 replicas, each capable of handling a maximum of 600 requests/sec. The service distributes the load evenly* across its replicas so in total can handle 1200 requests/sec.

Even load distribution is rarely a given in any system. Kubernetes is no exception. If you are interested in learning more about the factors that influence load distribution in Kubernetes, read through this excellent article by Vinod Canumalla

  • Case 1: peak workload < maximum available capacity
  • Case 2: peak workload > maximum available capacity

kubernetes

Bootstrap 5 Complete Course with Examples

Bootstrap 5 Tutorial - Bootstrap 5 Crash Course for Beginners

Nest.JS Tutorial for Beginners

Hello Vue 3: A First Look at Vue 3 and the Composition API

Building a simple Applications with Vue 3

Deno Crash Course: Explore Deno and Create a full REST API with Deno

How to Build a Real-time Chat App with Deno and WebSockets

Convert HTML to Markdown Online

HTML entity encoder decoder Online

50+ Useful Kubernetes Tools for 2020 - Part 2

Our original Kubernetes tool list was so popular that we've curated another great list of tools to help you improve your functionality with the platform.

Kubernetes in the Cloud: Strategies for Effective Multi Cloud Implementations

This article explains how you can leverage Kubernetes to reduce multi cloud complexities and improve stability, scalability, and velocity.

Kubernetes vs Docker

Get Hands-on experience on Kubernetes and the best comparison of Kubernetes over the DevOps at your place at Kubernetes training

Typical flow for deploying applications to Kubernetes

Get Hands-on experience on Kubernetes and the best comparison of Kubernetes over the DevOps at your place at Kubernetes training

Microsoft Announces General Availability Of Bridge To Kubernetes

Microsoft announced the general availability of Bridge to Kubernetes, formerly known as Local Process with Kubernetes.