Name
Title | ||
|---|---|---|
Intent-Based Orchestration of Network Slices and Resource Assurance using Machine Learning |
Abstract | ||
|---|---|---|
5G networks are aimed at provisioning of a wide range of sophisticated services with uninterrupted user experience. In addition, it is very challenging to manage all the services due the variety in the service requirement and a very large number of users causing dynamic changes in traffic streamed over the network. Currently, the networks are managed manually and requires experts to control the behavior of network. Due to increase in network domain it is an esteem requirement to manage and control network autonomously. In this paper we have introduced and Intent-Based networking approach which on one side abstracts and automates the network configuration also it assures the network resource state stability by using machine learning. We have used an IBN abstraction layer and M-CORD as an next generation testbed for the implementation of this work. |
Year | DOI | Venue |
|---|---|---|
2020 | 10.1109/NOMS47738.2020.9110408 | NOMS 2020 - 2020 IEEE/IFIP Network Operations and Management Symposium |
Keywords | DocType | ISSN |
IBN,ML,5G,M-CORD,OpenStack,OAI,ONOS | Conference | 1542-1201 |
ISBN | Citations | PageRank |
978-1-7281-4974-5 | 0 | 0.34 |
References | Authors | |
1 | 6 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Talha Ahmed Khan | 1 | 6 | 6.76 |
| Asif Mehmood | 2 | 3 | 2.86 |
| Javier Jose Diaz Rivera | 3 | 4 | 3.58 |
| Muhammad Afaq | 4 | 3 | 3.90 |
| Khizar Abbas | 5 | 2 | 2.79 |
| Wang-Cheol Song | 6 | 54 | 25.56 |