Agentic AI Reference Architecture

Infrastructure · Infrastructure resource

Edge FPGA Device

Infrastructure resourceInfrastructureInfrastructurearc:EdgeFPGADevice

An edge device using field-programmable gate arrays configured as custom inference hardware.

Responsibility. Provides customised ultra-low-latency inference hardware.

Also known as: FPGA accelerator

Variant of Edge Device abstract

When to choose. Choose for specialised applications needing ultra-low latency when hardware programming expertise is available.

alternative tospecializesalternative toalternative toEdge GPU Device: alternative toEdge GPU DeviceEdge Device: specializesEdge DeviceEdge NPU Device: alternative toEdge NPU DeviceEdge TPU Device: alternative toEdge TPU Device
Direct neighbourhood (hover for relationship types)

Relationships

alternative to variability

Classification

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.