Node Resource Management: The Big Picture
May 01, 2023
37 min
Free
kubernetes
resource-management
cgroups-v2
node-resource-topology-api
dynamic-resource-allocation
node-resource-interface
container-runtimes
cpu-management
memory-management
gpu-scheduling
real-time-applications
Description
This panel discussion dives into the evolving landscape of resource management within Kubernetes. Speakers from Red Hat, Intel, NVIDIA, and Google explore recent proposals and advancements, including Dynamic Resource Allocation (DRA), topology-aware scheduling, and improvements in container runtimes like containerd and CRI-O. The discussion highlights how these features aim to provide more granular control, flexibility, and efficient resource utilization for various workloads, including GPUs and real-time applications, while also touching upon the adoption of cgroups v2 and its implications for enhanced resource isolation and metrics.