MANTA: Multi-Lane Capsule Network Assisted Traffic Classification for 5G Network Slicing

As network slicing is an enabling technology for the fifth-generation (5G) networks, it comes with complex challenges to ensure that resource management is consistent with slice tenant activities to provide better performance and cost-effective services to different tenants tailored to their needs....

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Veröffentlicht in:	IEEE wireless communications letters 2022-09, Vol.11 (9), p.1905-1909
Hauptverfasser:	Mareri, Bruce, Owusu Boateng, Gordon, Ou, Ruijie, Sun, Guolin, Pang, Yu, Liu, Guisong
Format:	Artikel
Sprache:	eng
Schlagworte:	5G mobile communication 5G networks Aggregates automatic feature extraction Classification Communications traffic Computational modeling Deep learning Internet of Things Machine learning multi-lane capsnet Network slicing Provisioning Resource management traffic classification Traffic flow Wireless networks
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