SwePub
Sök i LIBRIS databas

  Utökad sökning

id:"swepub:oai:DiVA.org:kau-83733"
 

Sökning: id:"swepub:oai:DiVA.org:kau-83733" > On Auto-scaling and...

On Auto-scaling and Load Balancing for User-plane Functions in a Softwarized 5G Core

Nguyen, Van-Giang, 1989- (författare)
Karlstads universitet,Institutionen för matematik och datavetenskap (from 2013),Distributed Systems and Communications (DISCO)
Grinnemo, Karl-Johan, 1968- (författare)
Karlstads universitet,Institutionen för matematik och datavetenskap (from 2013),Distributed Systems and Communications (DISCO)
Taheri, Javid (författare)
Karlstads universitet,Institutionen för matematik och datavetenskap (from 2013),Distributed Systems and Communications (DISCO)
visa fler...
Forsman, Johan (författare)
Tieto Product Development Services, Umea, Sweden
Le Duc, Thang (författare)
Tieto Product Development Services, Umea, Sweden
Brunström, Anna, 1967- (författare)
Karlstads universitet,Institutionen för matematik och datavetenskap (from 2013),Distributed Systems and Communications (DISCO)
visa färre...
 (creator_code:org_t)
IEEE, 2021
2021
Engelska.
Ingår i: Proceedings of the 2021 17th International Conference on Network and Service Management: Smart Management for Future Networks and Services, CNSM 2021. - : IEEE. - 9783903176362 ; , s. 132-138
  • Konferensbidrag (refereegranskat)
Abstract Ämnesord
Stäng  
  • In the fifth generation (5G) mobile networks, the number of user plane functions has increased, and, in contrast to previous generations. They can be deployed in a decentralized way and auto-scaled independently from their control plane functions. Moreover, the performance of the user plane functions can be boosted with the adoption of advanced acceleration techniques such as Vector Packet Processing (VPP). However, the increased number of user plane functions has also made load balancing a necessity, something we find has so far received little attention. Moreover, the introduction of VPP poses a challenge to the design of the auto-scaling of user-plane functions. In this paper, we address these two challenges by proposing a novel performance indicator for making better auto-scaling decisions, and by proposing three new dynamic load-balancing algorithms for the user plane of a VPP-based, softwarized 5G network. The novel performance indicator is estimated based on the VPP vector rate, and is used as a threshold for the auto-scaling process. The dynamic load-balancing algorithms take into account the number of bearers allocated for each user plane function and their VPP vector rate. We validated and evaluated our proposed solution in a 5G testbed. Our experiment results show that the scaling helps to reduce the packet latency for the user plane traffic, and our proposed load-balancing algorithms seem to give a better distribution of traffic load as compared to traditional static algorithms.

Ämnesord

TEKNIK OCH TEKNOLOGIER  -- Elektroteknik och elektronik -- Telekommunikation (hsv//swe)
ENGINEERING AND TECHNOLOGY  -- Electrical Engineering, Electronic Engineering, Information Engineering -- Telecommunications (hsv//eng)

Nyckelord

5G Core
Load Balancing
VPP
Auto-Scaling
Docker
Computer Science
Datavetenskap

Publikations- och innehållstyp

ref (ämneskategori)
kon (ämneskategori)

Hitta via bibliotek

Till lärosätets databas

Sök utanför SwePub

Kungliga biblioteket hanterar dina personuppgifter i enlighet med EU:s dataskyddsförordning (2018), GDPR. Läs mer om hur det funkar här.
Så här hanterar KB dina uppgifter vid användning av denna tjänst.

 
pil uppåt Stäng

Kopiera och spara länken för att återkomma till aktuell vy