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Talk Proposal: Cloud Native Autoscaling Landscape #22

@rajkancherlaai-arch

Description

@rajkancherlaai-arch

Cloud Native Autoscaling Landscape

Length:
Lighting talk/Demo (10 min)
Full Presentation (20 min)

Links: (slides, article, notes)
Slides and notes will be shared after the talk.

Which dates, particularly Tue/Wed/Thu during the 3rd/4th week of a month, are you likely available?
Most Tuesdays, Wednesdays, or Thursdays with ~3–4 weeks’ notice.

I will be sharing the Autoscaling landscape for both pods and nodes
This talk covers the Cloud Native autoscaling ecosystem across both pod-level and node-level scaling, including HPA, VPA, KEDA, Cluster Autoscaler, and newer approaches in the CNCF landscape.
The session focuses on when to use what, real-world trade-offs, and common pitfalls teams run into while scaling Kubernetes workloads in production.

  • Nagaraju Kancherla:
  • **Nagaraju is a Founding Member of Cloud Native Vancouver and an AI Platform Architect with experience across Cloud, DevOps, SRE, and Platform Engineering. He has worked extensively with Kubernetes, autoscaling strategies, and cloud-native architectures in regulated domains like fintech and healthcare.
    Passionate about community building and knowledge sharing, he actively mentors professionals transitioning into cloud-native roles and contributes to growing the local CNCF ecosystem.

Picture for slides:
(Will be shared separately)

Would you like help with your presentation?
Yes — feedback on structure, content flow, and key takeaways would be appreciated.

Social media link(s):
LinkedIn: https://www.linkedin.com/in/nagarajukancherla/**

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