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

Fidan Mehmeti, Valentin Thomas Haider, Wolfgang Kellerer

Publikation: Beitrag in Buch/Bericht/KonferenzbandKonferenzbeitragBegutachtung

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.

OriginalspracheEnglisch
TitelProceedings of IEEE/IFIP Network Operations and Management Symposium 2023, NOMS 2023
Redakteure/-innenKemal Akkaya, Olivier Festor, Carol Fung, Mohammad Ashiqur Rahman, Lisandro Zambenedetti Granville, Carlos Raniery Paula dos Santos
Herausgeber (Verlag)Institute of Electrical and Electronics Engineers Inc.
ISBN (elektronisch)9781665477161
DOIs
PublikationsstatusVeröffentlicht - 2023
Veranstaltung36th IEEE/IFIP Network Operations and Management Symposium, NOMS 2023 - Miami, USA/Vereinigte Staaten
Dauer: 8 Mai 202312 Mai 2023

Publikationsreihe

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

Konferenz

Konferenz36th IEEE/IFIP Network Operations and Management Symposium, NOMS 2023
Land/GebietUSA/Vereinigte Staaten
OrtMiami
Zeitraum8/05/2312/05/23

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