Admission Control for URLLC Traffic with Computation Requirements in 5G and Beyond

Fidan Mehmeti, Valentin Thomas Haider, Wolfgang Kellerer

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

Abstract

One of the three types of services supported by 5G networks are Ultra-Reliable Low-Latency Communications, which are characterized by the stringent requirement to deliver packets within a very short time with a high reliability. Besides being successfully transmitted/received, these data need to be processed as well. To satisfy these strict requirements, one needs to determine both the required data rate and the processing rate, given the channel conditions and traffic intensity of the service. Moreover, with constraints on both the Radio Access Network and edge computing resources as well as with the competition between an ever-increasing number of users in cellular networks, a very important question which arises is that of admission control. This guarantees users will not suffer from deteriorating performance. In this paper, using analytical modeling, we derive admission control policies for both homogeneous and heterogeneous types of users, taking into account the delay incurred by the RAN part of the network and that caused by the finite computing capability at the edge. We validate theoretical outcomes and provide additional insights on a 5G dataset. Results show that the number of admitted users depends on the worst channel conditions, the deadline by which the data must be processed and the available resources. There is an almost linear increase in the number of admitted users with the decrease in latency.

Original languageEnglish
Title of host publicationProceedings of IEEE/IFIP Network Operations and Management Symposium 2023, NOMS 2023
EditorsKemal Akkaya, Olivier Festor, Carol Fung, Mohammad Ashiqur Rahman, Lisandro Zambenedetti Granville, Carlos Raniery Paula dos Santos
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781665477161
DOIs
StatePublished - 2023
Event36th IEEE/IFIP Network Operations and Management Symposium, NOMS 2023 - Miami, United States
Duration: 8 May 202312 May 2023

Publication series

NameProceedings of IEEE/IFIP Network Operations and Management Symposium 2023, NOMS 2023

Conference

Conference36th IEEE/IFIP Network Operations and Management Symposium, NOMS 2023
Country/TerritoryUnited States
CityMiami
Period8/05/2312/05/23

Keywords

  • 5G and beyond
  • Admission control
  • URLLC

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