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AI Traffic Characterization

Tutorials, Tests and Examples

Run the testbed​

Install the testbed, run a test over a network profile, reproduce the full SA4 test matrix, run the token, real-time video and agentic tests, use the network emulator on its own, and add tests or providers.

Chat test over network profiles​

Run one chat test over three network profiles, then read the response time, time to first token, token rate and errors in the log and the report.

Network Emulator (netemu) on its own​

Shape any traffic with a profile from Python or the dashboard, capture it, and read the network-layer metrics.

Real-time video and token tests​

Run the real-time video understanding and chat token tests with a local model, trace them over the lossy profile, and read the results.

Watch

Developer Exchange​

Our YouTube channel hosts some practical videos provided by developers on the use of 5G-MAG's tools and testbeds.

Video

Introducing Network Emulator & AI Traffic Characterization Framework - Developer Exchange

Thomas Stockhammer (Qualcomm)

Browse all 5G-MAG videos →