Kubernetes provides valuable mechanisms to prevent nodes from being affected when certain pods consume excessive CPU or memory resources, thanks to cgroups. However, memory limits can pose unique challenges. Unlike CPU limits, which can throttle usage over time, memory cannot be gradually restricted. When a container reaches its memory limit, it receives a SIGKILL signal, causing the container to restart.