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UID:pretalx-devconf-cz-2026-KTW7HL@pretalx.devconf.info
DTSTART;TZID=CET:20260619T140000
DTEND;TZID=CET:20260619T152000
DESCRIPTION:Whether it's pods\, nodes\, or something entirely new\, let's g
 ather to talk about the state of the art with autoscaling in Kubernetes. T
 his meetup is focused on discussing autoscaling technology and projects wi
 thin the Kubernetes community. Kubernetes autoscaling isn’t just about h
 andling traffic spikes. Efficient autoscaling means your infrastructure ma
 tches actual demand\, scaling to zero when possible and provisioning exact
 ly what you need when load increases. We will gather topics on the day of 
 the meetup and then have discussions based on the desires of the group. To
 pics for discussion might include:\n\n* Is Karpenter better than the Clust
 er Autoscaler?\n* How to choose the right metric to scale? Is there a righ
 t metric?\n* How can KEDA be tuned for LLM workloads?\n* Will we see a pre
 dictive AI-based autoscaler in the near future?\n* What are the day-2 oper
 ations for autoscaling?\n* What are the do’s and don’ts we should thin
 k about?
DTSTAMP:20260430T130922Z
LOCATION:A112 (capacity 64)
SUMMARY:Let's Autoscale Everything in Kubernetes - Christian Melendez\, Jan
  Wozniak
URL:https://pretalx.devconf.info/devconf-cz-2026/talk/KTW7HL/
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