Work

The diagnosis agent test bed: Simulator, agent, harness, sealed cases and technical companion

Year: 2026

Type: software

Abstract: The simulator, agent, harness, sealed cases and technical companion behind the paper “An Agent That Diagnoses the Optical Network: Measured Against Alarm-Based Troubleshooting” (IEEE/IFIP NOMS 2027). On the 102 sealed cases that both the agent and manual troubleshooting got right, the agent spent 3.8 hours of tests and travel with no site visit, against 101.4 hours and 36 visits. The archive holds the world simulator of a 24-site national optical backbone, the knowledge files the agent reads, the agent and its ledger, the harness that generates, scores and costs each case from its seed, the frozen manifests under which every arm ran, one record per case and arm, and a technical companion that gives the method, the test bed, the scoring and costing rules and the reproduction steps in full.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.24005539

Authors: Janz, Christopher, Yu, Henry, Taeb, Sepehr, Cai, Ruilin, You, Yuren, Chen, Yixiao

Institution: Huawei Technologies (Canada)

Language: English

Topic: Mobile Agent-Based Network Management

Subfield: Computer Networks and Communications

Field: Computer Science

Domain: Physical Sciences

SDG: Industry, innovation and infrastructure

Open Access status: green

OpenAlex ID: W7225429445

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