Improving Kubernetes' Horizontal Pod Autoscaler (HPA) - Analysis and Proposed Enhancements

Offered By: CNCF [Cloud Native Computing Foundation] via YouTube

Course Description

Overview

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Explore a research-driven analysis of Kubernetes' Horizontal Pod Autoscaler (HPA) in this 29-minute conference talk from CNCF. Delve into a control theory-based model that identifies potential improvements in HPA's convergence time while maintaining effective resource utilization stabilization. Discover a proposed framework focusing on efficient information distribution from primary microservices to peripheral counterparts, aimed at enhancing HPA's responsiveness to fluctuating demands and potentially accelerating resource allocation adjustments.

Syllabus

Is There Room for Improving Kubernetes’ HPA?

Taught by

CNCF [Cloud Native Computing Foundation]

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