Smart Capacity-Aware Volume Provisioning for LVM Local Storage Across Multi-Cluster Kubernetes Fleet

Explore the architecture and implementation of capacity-aware, dynamic volume provisioning for LVM local storage across multi-cluster Kubernetes environments in this 35-minute conference talk. Learn how to address the challenges of scaling storage provisioning from single-cluster to fleet-scale deployments, where multiple worker clusters are managed by a single control cluster supporting thousands of workload replicas. Discover strategies for ensuring seamless, intelligent volume provisioning that optimizes disk utilization across clusters while minimizing manual intervention and maintaining high performance, reliability, and security. Understand the complexities of providing reliable, performant storage for containerized workloads requiring data persistence, logging, debugging, and real-time processing capabilities. Gain insights into building systems that can dynamically make capacity-aware decisions as workloads and customer demands continue to grow in large-scale Kubernetes fleet environments.