Скачать или смотреть Intelligent Cognitive Engine for 5G Network Quality of Service Management

Intelligent Cognitive Engine for 5G Network Quality of Service Management

Ifeanyi Stanly Nwokoro (Rhema University, Nigeria), Muhammad Qaim Aliyu Sambo (Five Stars ICT Ltd, Nigeria), Ifeanyi Friday Eze (First Bank, Nigeria), Sanusi Yusuf Ahmed (Bank of Industry, Nigeria), Timothy Ola Akinfenwa (Osun State University, Nigeria), Zacciah Kwaku Adom-Oduro (University of Professional Studies Accra, Ghana), Osakpamwan George Oshodin (Addbeams Nigeria Ltd, Nigeria), Julius Tunji Okesola (First Tech University, Nigeria), Nwatu Augustina Nebechi (Alex Ekwueme Federal University Ndufu-Alike Ebonyi State, Nigeria)

Abstract

5G-New scenario transparency in communication between various types of networks that are interconnected is expected in radio multimedia. A prevalent issue across all these diverse platforms is the equitable distribution of the restricted network resource among rival apps. A transcendent measure of how equitably properties are distributed to end-users is called Quality of Service (QoS). It is derived from subscriber satisfaction levels and depends on how quickly the network responds to possible infractions of established regulatory guidelines. There are discussion on the perspective of 5G network trust in terms of QoS management, demand formulation, xMBB, M-MTC, and U-MTC. There is a proposed architecture that controls access in the 5G network's data plane. A new cognitive engine for artificial intelligence that is built on memory is put forth. The idea is to translate the probabilistic sign of a set of variables related to resource distribution to the end-user for multi-service improvement.

Keywords

Deep Reinforcement Learning, Memory-Based Artificial Intelligence, 5G Quality of Service, Machine Learning.

Full Text : https://aircconline.com/ijwmn/V16N3/1...
Abstract URL: https://aircconline.com/abstract/ijwm...
Volume URL : https://airccse.org/journal/jwmn_curr...

#artificialintelligence #machinelearning #5gnetwork #communication #networks