Agentic AI Reference Architecture

Infrastructure · Data artifact

Namespace Resource Quota

Data artifactInfrastructureInfrastructurearc:NamespaceResourceQuota

A declarative cap on the aggregate CPU, memory, GPU and persistent-volume claims a namespace may consume.

Responsibility. Bounds the total resources an environment can consume.

Also known as: Resource quota

constrainsCluster Namespace: constrainsCluster Namespace
Direct neighbourhood (hover for relationship types)

Relationships

constrains control

Classification

Technologies
Kubernetes ResourceQuota
Quality attributes
Security (ISO/IEC 25010 | NIST AI RMF: secure and resilient)Cost efficiency
Risks mitigated
Single environment consuming all cluster resources

Sources

  1. Ch4.3: T. Nguyen, "Container Orchestration and Edge Deployment," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 4.3. ISBN: 9798244538229.