Agentic AI Reference Architecture

Infrastructure · Infrastructure resource

Edge TPU Device

Infrastructure resourceInfrastructureInfrastructurearc:EdgeTPUDevice

An edge device or add-on accelerator specialised for tensor operations (matrix multiplication, convolution) at very low power.

Responsibility. Runs standard neural network architectures efficiently on low power.

Also known as: Tensor processing unit

Variant of Edge Device abstract

When to choose. Choose for battery-powered devices running standard neural network architectures.

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Direct neighbourhood (hover for relationship types)

Relationships

alternative to variability

Quantitative guidance

As stated by the sources; verify before use.

Classification

Technologies
Google Coral Edge TPU
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.