Tag: Memory QoS

Pod-Level Resource Managers and AIOps Signal Integrity

Kubernetes 1.36’s pod-level resource managers reshape more than scheduling—they redefine observability signals. Here’s how memory QoS and pod-scoped controls impact AIOps baselines, forecasting, and automation.

Designing Memory-Aware AIOps for Kubernetes v1.36+

Kubernetes v1.36 refines Memory QoS and vertical scaling—but what does that mean for anomaly detection and SLO math? This guide connects kernel-level controls to actionable AIOps design.