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HPA is Not the Answer - Why Response Time SLOs should drive the Kubernetes platform and underlying Infrastructure
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Tue May 03, 2022 12:34 AM
Asena Hertz
Customer Challenges
Kubernetes provides Horizontal Pod Autoscaler (HPA) for autoscaling container-based stateless applications
HPA has limitations
It requires lot of work from Developers to determine whether CPU or Memory is the best resource on which to define the policies and a lot of work to set the CPU/Memory thresholds that will trigger the scaling. And THIS HAS TO BE DONE FOR EVERY SERVICE
CPU and Memory are utilisation metrics - Not direct indicators of app performance
#containers
#Kubernetes
#autoscaling
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