<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Autoscaling on CuraDevOps</title><link>https://curadevops.metacog.co.kr/tags/autoscaling/</link><description>Recent content in Autoscaling on CuraDevOps</description><generator>Hugo</generator><language>en-us</language><lastBuildDate>Fri, 28 Aug 2026 21:17:44 +0000</lastBuildDate><atom:link href="https://curadevops.metacog.co.kr/tags/autoscaling/index.xml" rel="self" type="application/rss+xml"/><item><title>Predictive autoscaling for GPU workloads on Kubernetes (CNCF post)</title><link>https://curadevops.metacog.co.kr/insights/2026-08-28-scale-before-the-spike-predictive-autoscaling-for-gpu-worklo/</link><pubDate>Fri, 28 Aug 2026 21:17:44 +0000</pubDate><guid>https://curadevops.metacog.co.kr/insights/2026-08-28-scale-before-the-spike-predictive-autoscaling-for-gpu-worklo/</guid><description>&lt;ul>
&lt;li>&lt;strong>Platform/SRE — Learn:&lt;/strong> Covers a real incident pattern — GPU pods pending during traffic spikes — and predictive scaling approaches; worth reading to inform GPU cluster design, but no GA tool, deadline, or breaking change anchors an action now.&lt;/li>
&lt;li>&lt;strong>CI/CD — Skip&lt;/strong>&lt;/li>
&lt;li>&lt;strong>Leader — Skip&lt;/strong>&lt;/li>
&lt;/ul></description></item><item><title>Amazon EKS Provisioned Control Plane boosts HPA sync concurrency 40x</title><link>https://curadevops.metacog.co.kr/insights/2026-07-29-amazon-eks-provisioned-control-plane-now-delivers-faster-pod/</link><pubDate>Wed, 29 Jul 2026 12:56:53 +0000</pubDate><guid>https://curadevops.metacog.co.kr/insights/2026-07-29-amazon-eks-provisioned-control-plane-now-delivers-faster-pod/</guid><description>&lt;ul>
&lt;li>&lt;strong>Platform/SRE — Learn:&lt;/strong> EKS Provisioned Control Plane clusters now get significantly faster HPA-driven scaling with no configuration changes required — worth knowing if you run large clusters with many HPA objects, but no action needed.&lt;/li>
&lt;li>&lt;strong>CI/CD — Skip&lt;/strong>&lt;/li>
&lt;li>&lt;strong>Leader — Skip&lt;/strong>&lt;/li>
&lt;/ul></description></item><item><title>Building a Custom Prometheus Metrics Exporter for Kubernetes HPA</title><link>https://curadevops.metacog.co.kr/insights/2026-07-15-building-a-custom-metrics-exporter-for-kubernetes/</link><pubDate>Wed, 15 Jul 2026 12:10:55 +0000</pubDate><guid>https://curadevops.metacog.co.kr/insights/2026-07-15-building-a-custom-metrics-exporter-for-kubernetes/</guid><description>&lt;ul>
&lt;li>&lt;strong>Platform/SRE — Learn:&lt;/strong> A solid walkthrough for extending HPA with custom signals (queue depth, connection counts) via a Prometheus-compatible exporter — useful design reference but no operational change required to existing clusters.&lt;/li>
&lt;li>&lt;strong>CI/CD — Skip&lt;/strong>&lt;/li>
&lt;li>&lt;strong>Leader — Skip&lt;/strong>&lt;/li>
&lt;/ul></description></item></channel></rss>