Analysis of hybrid non-linear autoregressive neural network and local smoothing technique for bandwidth slice forecast

• Main Authors: Hassan, Mohamed Khalafalla, Syed Ariffin, Sharifah Hafizah, Syed Yusof, Sharifah Kamilah, Ghazali, N. Effiyana, Ahmed Kanona, Mohammed Eltayeb
• Format: Article
• Language: English
• Published: Universitas Ahmad Dahlan 2021
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/96453/1/SharifahHafizah2021_AnalysisofHybridNonLinearAutoregressive.pdf; http://eprints.utm.my/id/eprint/96453/; http://dx.doi.org/10.12928/TELKOMNIKA.v19i4.17024

The demand for high steady state network traffic utilization is growing exponentially. Therefore, traffic forecasting has become essential for powering greedy application and services such as the internet of things (IoT) and Big data for 5G networks for better resource planning, allocation, and opti...