We're running several Java Spring Boot microservices on EKS, and every service currently uses memory as its Horizontal Pod Autoscaler metric. After looking into JVM behavior, I'm concerned…
We run several Spring Boot microservices on EKS, and every service currently uses memory utilization for horizontal pod autoscaling. I'm reconsidering that because the JVM may keep heap…
We run several Spring Boot microservices on EKS, and every service currently scales with memory-based HPA. I'm starting to question that setup because the JVM can retain heap…
I'm running a KEDA-triggered Container Apps Job from a Service Bus queue, with one execution per message. Each execution runs a GPU-heavy Python worker that writes dozens of…
I'm running a KEDA-triggered Container Apps Job that reads one message at a time from a Service Bus queue. Each execution runs a GPU workload, and the Python…
I manage a relatively small Kubernetes environment with roughly 400 pods across two environments. We're starting an effort to rightsize applications and introduce HPA, KEDA, and affinity rules.…
Hey everyone, I'm trying to find a reliable method to schedule my Kubernetes deployments, specifically to start them at certain times and stop them later. The typical CronJob…
I've been diving into Kubernetes' Horizontal Pod Autoscaler (HPA) for a bit and I keep running into the same frustrating issue when working with custom metrics from the…
I've been trying to set up Kubernetes' Horizontal Pod Autoscaler (HPA) using custom metrics from Prometheus, specifically focusing on HTTP latency (p95). However, I'm running into major issues…
I'm considering implementing KEDA for event-driven scaling to reduce idle pod expenses. If you've deployed it in a real production setup, did you notice any significant cost savings,…