@inproceedings{2734730f1fce4804a8f77be0e249bd50,
title = "Genetic Algorithm in Resource Allocation of RAN Slicing with QoS Isolation and Fairness",
abstract = "Radio access network (RAN) slicing is a challenging task, as different levels of isolation and fairness requirements need to be considered. In the context of resource allocation for RAN slicing, this paper addresses three major issues including maximizing the number of qualified users who are assigned the required bitrates, reducing the inter-slice QoS isolation between neighbouring cells caused by inter-cell interference and maximizing the fairness among all the slices. The proposed real number encoded Genetic Algorithm requires no prior knowledge about the network traffic models, provides high flexibility of slicing scheme, converges very quickly to evolve optimal/suboptimal solutions, and the dynamic weights of different objectives can adapt to the changes of users' scenarios.",
keywords = "Fairness, Genetic Algorithm, QoS isolation, network slicing, resource allocation",
author = "Xu Yang and Yapeng Wang and Wong, {Ieok Cheng} and Yue Liu and Laurie Cuthbert",
note = "Publisher Copyright: {\textcopyright} 2020 IEEE.; 2020 IEEE Latin-American Conference on Communications, LATINCOM 2020 ; Conference date: 18-11-2020 Through 20-11-2020",
year = "2020",
month = nov,
day = "18",
doi = "10.1109/LATINCOM50620.2020.9282290",
language = "English",
series = "Proceedings - 2020 IEEE Latin-American Conference on Communications, LATINCOM 2020",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
editor = "Ramiro Velazquez",
booktitle = "Proceedings - 2020 IEEE Latin-American Conference on Communications, LATINCOM 2020",
address = "United States",
}