Using Counterfactuals to Proactively Solve Service Level Agreement Violations in 5G Networks

A main challenge of using 5G network slices is to meet all the quality of service requirements of the slices (which are agreed with the customer in a service level agreement (SLA)), throughout the network slices' lifecycle. To avoid the penalty for violation, a proactive solution is presented,...

Full description

Bibliographic Details

Published in:	2022 IEEE 20th International Conference on Industrial Informatics (INDIN) pp. 552 - 559
Main Authors:	Terra, Ahmad, Inam, Rafia, Batista, Pedro, Fersman, Elena
Format:	Conference Proceeding
Language:	English
Published:	IEEE 25.07.2022
Subjects:	5G mobile communication 5G network slicing counterfactual Europe explainable artificial intelligence Knowledge based systems Predictive models Quality of service Reinforcement learning SLA violation predictions Telecommunication traffic
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!