What is Kubernetes Vertical Pod Autoscaler?
An example of an AI chatbot conversation about Kubernetes Vertical Pod Autoscaler.
What is Kubernetes Vertical Pod Autoscaler?
Kubernetes Vertical Pod Autoscaler (VPA) automatically adjusts the CPU and memory requests for your pods based on usage.
How does VPA differ from Horizontal Pod Autoscaler?
VPA adjusts resource requests for existing pods, while Horizontal Pod Autoscaler scales the number of pod replicas based on metrics.
Can VPA work alongside HPA?
Yes, VPA can be used with HPA. They complement each other by optimizing resource requests and scaling pod replicas.
What are the benefits of using VPA?
VPA helps ensure efficient resource utilization, reduces over-provisioning, and can improve application performance.
Are there any limitations to using VPA?
Yes, VPA may not work well with certain workloads, and it requires careful configuration to avoid disruptions.
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