Machine Learning and on 5G Based Technologies Create New Opportunities to Gain Knowledge
Martins Jansevskis, Kaspars Osis · 2018 2nd European Conference on Electrical Engineering and Computer Science (EECS) · 2018
5G-based technologies are still in the stage of development but they provide opportunities to develop new type of information technology solutions. These solutions are closer to real-time data and increase the amount of information that will cause serious challenges in data processing. Processing the amount of data already raises difficulties for individuals, companies and public authorities and it is becoming increasingly difficult to retrieve knowledge. One of the promising technologies that can assist in data processing is machine learning. Machine learning algorithms are based on factors that affect area of interest - historical data, individual performance indicators and forecasts. This paper provides literature analysis on 5G-based technologies and machine learning, focusing on machine learning in conjunction with proximity to real-time information technology solutions and their provided potential. In doing so, this paper identifies potential problems, specific challenges and proposes a data processing framework for 5G-based technologies using machine learning approach. This paper can be informative and of use to others performing future research in this area.