Interactive Visual Analytics Dashboard for the Paradigm of ML-assisted Autonomous Optical Networking

Behnam Shariati, Wanda Baltzer,Geronimo Bergk,Pooyan Safari,Johannes Karl Fischer

2022 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXHIBITION (OFC)（2022）

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摘要

We demonstrate a novel visualization dashboard, compatible with multiple data and telemetry sources, which offers dataset quality evaluation, dataset comparison, ML model error analysis interpretation, and network health monitoring. (C) 2020 The Author(s)

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关键词

dataset quality evaluation,dataset comparison,ML model error analysis interpretation,network health monitoring,interactive visual analytics dashboard,ML-assisted autonomous optical networking,novel visualization dashboard,multiple data,telemetry sources

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