Agentic AI Reference Architecture

Infrastructure · Infrastructure resource

Microcontroller Device

Infrastructure resourceInfrastructureInfrastructurearc:MicrocontrollerDevice

An ultra-low-power embedded device with kilobytes of memory that runs only heavily compressed models.

Responsibility. Hosts minimal-footprint inference on ultra-low-power hardware.

Also known as: MCU

Variant of Edge Device abstract

When to choose. Choose for sensor-scale, battery-powered deployments where memory and power budgets are minimal.

is target of alternativeTospecializesEdge GPU Device: is target of alternativeToEdge GPU DeviceEdge Device: specializesEdge Device
Direct neighbourhood (hover for relationship types)

Relationships

alternative to variability

Quantitative guidance

As stated by the sources; verify before use.

Classification

Patterns
TinyML
Technologies
Edge Impulse
Quality attributes
Performance efficiency (ISO/IEC 25010)

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.