Optimizing Resource Utilization with Horizontal Pod Autoscaling (HPA) in Kubernetes | AKS

Horizontal Pod Autoscaling (HPA) is a Kubernetes feature that automatically adjusts the number of replicas of a deployment based on metrics such as CPU utilization or memory usage. HPA enables a cluster to scale the number of pods running in a deployment based on the workload demand, ensuring that the required resources are available to meet the application's performance needs. This helps to improve the efficiency and resource utilization of the cluster, as well as providing a self-healing mechanism to ensure that applications remain highly available even in the event of pod failures.
Introduction to Horizontal Pod Autoscaling (HPA) in Kubernetes
Setting Up Horizontal Pod Autoscaling (HPA) on a Kubernetes Cluster
Using Horizontal Pod Autoscaling (HPA) to Scale Your Applications in Kubernetes
A Practical Guide to Horizontal Pod Autoscaling (HPA) in Kubernetes
Optimizing Resource Utilization with Horizontal Pod Autoscaling (HPA) in Kubernetes
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[@puttarinkesh8535]

Good explanation!

[@Niravgandhi]

Thanks!

[@smswapnil25]

Good explanation

[@Niravgandhi]

Thanks for liking

[@bharathquest]

I have Horizontal autoscaler with max 4 pods and when there are more than 1 pods running i see same application server log in all the pods My scenario Secanrio: My Application server is Jboss 5.1 When there are 3 pods - Pod1, pod2, pod3 if i access Jboss server log file through the terminal in each of these pod's, server.log file is exact replica in all 3 pods Is this correct ? is this how the server log will be when it comes to Horizontal auto scaling of pods ?

[@Niravgandhi]

Yes. Server log provides the current running pods details

[@balaganesh9617]

what is the name of the client tool you are using for to deploy the aks resource ? i mean this dasboard

[@Niravgandhi]

Lens

[@MegaPravin786]

How can we download

[@divyeshbhalekar7397]

Can you share the file where we scale based on number of requests

[@Niravgandhi]

HPA script?

Great explanation, Do you have de code to share ??

[@Niravgandhi]

Thanks

[@Niravgandhi]

Code is available in kubernetes website

[@pratiknandagawali3818]

Which tool is this?

[@Niravgandhi]

Lens

[@kumudkumar4149]

Bro ur pods do not autoscale still it was only one pods after the load do the load testing and then see where pods are autoscaling or not

[@Niravgandhi]

Not getting you