Autonomous Network Slicing and Resource Management for Diverse QoS in IoT Networks

Sri Harsh Amur, Kamran Zia, Alessandro Chiumento, Paul J.M. Havinga

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

1 Citation (Scopus)
32 Downloads (Pure)

Abstract

The diversity of QoS requirements in modern IoT networks is expanding thus requiring more flexible and autonomous solutions. Network Slicing is an efficient technology that can enable efficient and flexible management of QoS in IoT networks by dividing network resources into small chinks and assigning them to the slices. However, proposed solutions in literature require predefined slices which require prior knowledge of network traffic thus limiting application of these solutions. To address this limitation, we have developed a dynamic and autonomous network slicing solution in a WiFi based IoT network using 5GEmpower SDN controller that creates slices depending on user traffic flows and priorities. Moreover, it autonomously estimates slice throughput requirements to subsequently allocate network resources to meet their QoS requirements. Our system is able to differentiate between multiple QoS requirements and provides framework for flexible prioritization policies for better QoS in IoT networks.
Original languageEnglish
Title of host publication2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)
PublisherIEEE
Pages160-165
Number of pages6
ISBN (Electronic)978-1-6654-5381-3
DOIs
Publication statusPublished - 21 Jun 2023
Event21st International Conference on Pervasive Computing and Communications, PerCom 2023 - Georgia State University, Atlanta, United States
Duration: 13 Mar 202317 Mar 2023
Conference number: 21
https://www.percom.org/

Conference

Conference21st International Conference on Pervasive Computing and Communications, PerCom 2023
Abbreviated title PerCom 2023
Country/TerritoryUnited States
CityAtlanta
Period13/03/2317/03/23
Internet address

Keywords

  • Quality of Service Slicing
  • QoS in IoT Networks
  • Network slicing
  • QoS Management
  • 2023 OA procedure

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