Classification of Communication and Collaboration Apps via Advanced Deep-Learning Approaches

Idio Guarino,Giuseppe Aceto,Domenico Ciuonzo,Antonio Montieri,Valerio Persico,Antonio Pescapé

2021 IEEE 26th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)（2021）

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摘要

The lockdowns and lifestyle changes during the COVID-19 pandemic have caused a measurable impact on Internet traffic in terms of volumes and application mix, with a sudden increase of usage of communication and collaboration apps. In this work, we focus on five such apps, whose traffic we collect, reliably label at fine granularity (per-activity), and analyze from the viewpoint of traffic classifi...

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关键词

Sensitivity analysis,Pandemics,Volume measurement,Collaboration,Planning,Internet,Reliability

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