Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • apa.csl
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
Towards a Scalable and Low-Latency Softwarized Mobile Packet Core Network
Karlstad University, Faculty of Health, Science and Technology (starting 2013), Department of Mathematics and Computer Science (from 2013). (Distributed Systems and Communications (DISCO))ORCID iD: 0000-0002-9399-8425
2021 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

The mobile packet core – a central part of the overall mobile cellular network – has a long history of evolution. Through the years, its architecture has been drastically changed to meet the demand coming from the fast growth in the number of devices as well as the introduction of new types of applications and services. On one hand, the number of new devices and subscribers keeps increasing at an unprecedented rate, which can still give rise to scalability issues in the mobile packet core if it is not properly managed. On the other hand, the introduction of new types of services brings with it a new set of requirements, such as low-latency and high reliability. The network softwarization is widely considered as a promising approach to address these two challenges.

This thesis focuses on enhancing the scalability of a softwarized mobile packet core network for 5G and beyond, and the communication latency it provides. Moreover, the thesis provides an extensive survey of existing softwarized mobile packet core network solutions, identifying important questions and gaps for future research. This thesis also explores the possibility of leveraging the network softwarization concept to design a softwarized mobile packet core network to support multicast and broadcast services. In order to tackle the scalability issue in a softwarized mobile packet core, the thesis proposes several dynamic and adaptive load-balancing algorithms to efficiently manage the traffic load in both the control and the user plane. These load-balancing algorithms take into account different factors such as the current load of virtualized network functions and the estimation of the communication latency. On the latency aspect, the thesis studies the feasibility of using a softwarized mobile packet core for delivering time-critical messages in a smart-grid environment, and proposes several deployable communication solutions to support the study.

Place, publisher, year, edition, pages
Karlstad: Karlstads universitet, 2021. , p. 44
Series
Karlstad University Studies, ISSN 1403-8099 ; 2021:16
Keywords [en]
Mobile Packet Core, Evolved Packet Core, 5G, SDN, NFV, Scalability, Control Plane, User Plane, MME, UPF, VPP, Load Balancing, Auto-Scaling, Time-Critical, Low-Latency, Smart Grid, GOOSE
National Category
Computer Sciences
Research subject
Computer Science
Identifiers
URN: urn:nbn:se:kau:diva-83734ISBN: 978-91-7867-211-0 (print)ISBN: 978-91-7867-221-9 (electronic)OAI: oai:DiVA.org:kau-83734DiVA, id: diva2:1546395
Public defence
2021-06-07, Zoom, 13:00 (English)
Opponent
Supervisors
Projects
HITSH2020 5Genesis
Funder
Knowledge Foundation, 4707
Note

Article 6 part of thesis as manuscript, now published.

Available from: 2021-05-17 Created: 2021-04-22 Last updated: 2022-03-18Bibliographically approved
List of papers
1. 5G Mobile Networks – Requirements, Enabling Technologies, and Research Activities
Open this publication in new window or tab >>5G Mobile Networks – Requirements, Enabling Technologies, and Research Activities
2017 (English)In: Comprehensive Guide to 5G Security / [ed] Madhusanka Liyanage, Andrei Gurtov, Mika Yliantilla, Ijaz Ahmed & Ahmed Bux Abro, John Wiley & Sons, 2017Chapter in book (Refereed)
Place, publisher, year, edition, pages
John Wiley & Sons, 2017
National Category
Telecommunications
Research subject
Computer Science
Identifiers
urn:nbn:se:kau:diva-48036 (URN)10.1002/9781119293071.ch2 (DOI)978-1-119-29304-0 (ISBN)
Projects
High Quality Networked Services in a Mobile World (HITS)
Funder
Knowledge Foundation
Available from: 2017-02-27 Created: 2017-02-27 Last updated: 2021-04-22Bibliographically approved
2. SDN/NFV-Based Mobile Packet Core Network Architectures: A Survey
Open this publication in new window or tab >>SDN/NFV-Based Mobile Packet Core Network Architectures: A Survey
2017 (English)In: IEEE Communications Surveys and Tutorials, E-ISSN 1553-877X, Vol. 19, no 3, p. 1567-1602Article in journal (Refereed) Published
Abstract [en]

The emergence of two new technologies, namely Software Defined Networking (SDN) and Network Function Virtualization (NFV) have radically changed the development of network functions and the evolution of network architectures. These two technologies bring to mobile operators the promises of reducing costs, enhancing network flexibility and scalability, and shortening the time-to-market of new applications and services. With the advent of SDN and NFV and their offered benefits, the mobile operators are gradually changing the way how they architect their mobile networks to cope with ever-increasing growth of data traffic, massive number of new devices and network accesses, and to pave the way towards the upcoming fifth generation (5G) networking. This paper aims at providing a comprehensive survey of state-of-the-art research work, which leverages SDN and NFV into the most recent mobile packet core network architecture, Evolved Packet Core (EPC). The research work is categorized into smaller groups according to a proposed four-dimensional taxonomy reflecting the (1) architectural ap- proach, (2) technology adoption, (3) functional implementation, and (4) deployment strategy. Thereafter, the research work is exhaustively compared based on the proposed taxonomy and some added attributes and criteria. Finally, the paper identifies and discusses some major challenges and open issues such as scalability and reliability, optimal resource scheduling and allocation, management and orchestration, network sharing and slicing that raise from the taxonomy and comparison tables that need to be further investigated and explored. 

Place, publisher, year, edition, pages
IEEE Communications Society, 2017
Keywords
software defined network, sdn, network function virtualization, nfv, mobile packet core, evolved packet core, epc, future mobile networks, 5g networking
National Category
Telecommunications
Research subject
Computer Science
Identifiers
urn:nbn:se:kau:diva-48206 (URN)10.1109/COMST.2017.2690823 (DOI)000408253800010 ()
Projects
High Quality Networked Services in a Mobile World (HITS)
Funder
Knowledge Foundation
Available from: 2017-03-27 Created: 2017-03-27 Last updated: 2024-02-27Bibliographically approved
3. SDN-based Mobile Packet Core for Multicast and Broadcast Services
Open this publication in new window or tab >>SDN-based Mobile Packet Core for Multicast and Broadcast Services
2018 (English)In: Wireless networks, ISSN 1022-0038, E-ISSN 1572-8196, Vol. 24, no 5, p. 1715-1729Article in journal (Refereed) Published
Abstract [en]

The current mobile packet core network is evolving to cope with the pressure of the mobile traffic explosion and the advent of new services. Software-defined networking (SDN) is currently being adopted as one of the promising drivers for redesigning the mobile packet core network toward a 5G network. SDN-based mobile packet core approaches are expected to deliver features, such as fast service deployment, flexibility, and capital expenditure and operational expenditure reduction within future 5G networks. However, current SDN-based mobile packet core approaches only focus on providing unicast services without considering multicast and broadcast services. In this article, we propose an efficient SDN-based mobile packet core network architecture for supporting multicast and broadcast services. The proposed architecture takes advantage of the SDN paradigm and enables multicast and broadcast service deployment. In addition, a new SDN-based multicast subscription procedure is introduced to reduce network bandwidth resources. By numerical analysis, our scheme improves the current multicast and broadcast solution in terms of signaling cost.

Place, publisher, year, edition, pages
New York, USA: Springer Science+Business Media B.V., 2018
Keywords
SDN, Mobile Packet Core, Multimedia Broadcast Multicast Service, SDN-based Mobile Network
National Category
Electrical Engineering, Electronic Engineering, Information Engineering Computer Sciences
Research subject
Computer Science
Identifiers
urn:nbn:se:kau:diva-66483 (URN)10.1007/s11276-016-1433-6 (DOI)000435419300023 ()
Projects
HITS, 4707
Funder
Knowledge Foundation
Available from: 2018-02-26 Created: 2018-02-26 Last updated: 2021-04-22Bibliographically approved
4. Adaptive and Latency-aware Load Balancing for Control Plane Traffic in the 4G/5G Core
Open this publication in new window or tab >>Adaptive and Latency-aware Load Balancing for Control Plane Traffic in the 4G/5G Core
2021 (English)In: 2021 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), IEEE Communications Society, 2021Conference paper, Published paper (Refereed)
Abstract [en]

For many years, the continuous proliferation of mobile devices and their applications generate a surge of signaling traffic in the control plane of the mobile packet core network. As a consequence, the control plane will potentially become a bottleneck if not properly managed. We focus on the load balancing of a virtualized and distributed Mobility Management Entity (vMME), which is the key control plane element in the 4G and 5G non-standalone cores. Most of existing works use the simple and static load balancing approaches such as roundrobin and consistent hashing, which do not work well in a heterogeneous environment. In this paper, we developed three adaptive algorithms in which the balancing decision takes into account the dynamics of the system such as the vMME load, the completion time of a request served by a vMME, and the number of pending requests queued at a vMME. The evaluation of our three proposed load-balancing algorithms in an Open5GCore testbed suggests that the latency-aware scheme helps shorten the completion time of the signaling requests by up to five times the static and dynamic schemes in those cases the link delay between the load balancer and the vMMEs differ significantly.

Place, publisher, year, edition, pages
IEEE Communications Society, 2021
Keywords
5G Core, Load Balancing, Latency-Aware
National Category
Telecommunications
Research subject
Computer Science
Identifiers
urn:nbn:se:kau:diva-83759 (URN)10.1109/EuCNC/6GSummit51104.2021.9482513 (DOI)2-s2.0-85112639551 (Scopus ID)
Conference
The 2021 Joint EuCNC & 6G Summit, Porto, Portugal, June 8-11, 2021.
Projects
High Quality Networked Services in a Mobile World (HITS)
Funder
Knowledge Foundation
Available from: 2021-04-23 Created: 2021-04-23 Last updated: 2022-03-18Bibliographically approved
5. On Load Balancing for a Virtual and Distributed MME in the 5G Core
Open this publication in new window or tab >>On Load Balancing for a Virtual and Distributed MME in the 5G Core
2018 (English)In: 2018 IEEE 29th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), IEEE, 2018Conference paper, Published paper (Refereed)
Abstract [en]

In this paper, we aim at tackling the scalability problem of the Mobility Management Entity (MME), which plays a crucial role of handling control plane traffic in the current 4G Evolved Packet Core as well as the next generation mobile core, 5G. One of the solutions to this problem is to virtualize the MME by applying Network Function Virtualization principles and then deploy it as a cluster of multiple virtual MME instances (vMMEs) with a front-end load balancer. Although several designs have been proposed, most of them assume the use of simple algorithms such as random and round-robin to balance the incoming traffic without any performance assessment. To this end, we implemented a weighted round robin algorithm which takes into account the heterogeneity of resources such as the capacity of vMMEs. We compare this algorithm with a random and a round-robin algorithm under two different system settings. Experimental results suggest that carefully selected load balancing algorithms can significantly reduce the control plane latency as compared to simple random or round-robin schemes.

Place, publisher, year, edition, pages
IEEE, 2018
Series
IEEE International Symposium on Personal, Indoor, and Mobile Radio Communications workshops, E-ISSN 2166-9589
Keywords
5G, MME, Load Balancing, Scalability, Open5GCore
National Category
Computer Sciences Telecommunications
Research subject
Computer Science
Identifiers
urn:nbn:se:kau:diva-67242 (URN)10.1109/PIMRC.2018.8580693 (DOI)000457761900011 ()978-1-5386-6010-2 (ISBN)978-1-5386-6009-6 (ISBN)
Conference
2018 IEEE 29th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)
Projects
HITS, 4707
Funder
Knowledge Foundation
Available from: 2018-04-30 Created: 2018-04-30 Last updated: 2021-04-22Bibliographically approved
6. On the Use of a Virtualized 5G Core for Time Critical Communication in Smart Grid
Open this publication in new window or tab >>On the Use of a Virtualized 5G Core for Time Critical Communication in Smart Grid
Show others...
2020 (English)In: 2020 8th IEEE International Conference on Mobile Cloud Computing, Services, and Engineering (MobileCloud), Oxford, UK, August 3-6, IEEE, 2020, p. 1-8Conference paper, Published paper (Refereed)
Abstract [en]

Protection and automation in a smart grid environment often have stringent real-time communication requirements between devices within a substation, as well as between distantly located substations. The Generic Object Oriented Substation Event (GOOSE) protocol has been proposed to achieve this goal as it allows to transfer time-critical information within a few milliseconds. However, the transmission of GOOSE messages is often limited to a small Local Area Network (LAN). An earlier work has proposed to use the fifth generation of mobile networks (5G) as a means to transport IP-based GOOSE messages in a large-scale smart grid environment. On the basis of this work, this paper designs and implements an alternative solution for Ethernet-based GOOSE communication over a virtualized 5G core network that does not require any modification of the existing network protocol stack and thus is much easier to deploy. Our experimental results show that the delay introduced by the core network is in the order of sub milliseconds, while the oneway delay without a real radio access network, and without background traffic, is less than 1 ms. Moreover, these delays can be significantly reduced with a container-based deployment rather than a virtual machine-based one. Assuming a 1-ms delay budget for a 5G radio access network, our evaluation confirms that it is indeed feasible to use 5G for GOOSE transmission in IEC 61850 substation automation systems.

Place, publisher, year, edition, pages
IEEE, 2020
Keywords
GOOSE, 5G, virtualization, smart grid, time critical, IEC61850
National Category
Telecommunications
Research subject
Computer Science
Identifiers
urn:nbn:se:kau:diva-77367 (URN)10.1109/MobileCloud48802.2020.00009 (DOI)000628973400001 ()2-s2.0-85096500321 (Scopus ID)
Conference
2020 8th IEEE International Conference on Mobile Cloud Computing, Services, and Engineering (MobileCloud)
Projects
High Quality Networked Services in a Mobile World (HITS)
Funder
Knowledge Foundation
Available from: 2020-03-29 Created: 2020-03-29 Last updated: 2021-04-26Bibliographically approved
7. A Deployable Containerized 5G Core Solution for Time Critical Communication in Smart Grid
Open this publication in new window or tab >>A Deployable Containerized 5G Core Solution for Time Critical Communication in Smart Grid
2020 (English)In: 23rd Conference on Innovation in Clouds, Internet and Networks and Workshops, ICIN 2020, IEEE, 2020, p. 153-155, article id 9059397Conference paper, Published paper (Refereed)
Abstract [en]

Communication within substatation automation systems in a smart grid environment is often time-critical. The time required for exchanging information between intelligent devices should be within a few milliseconds. The International Electrotechnical Commission (IEC) 61850 standard has proposed the Generic Object Oriented Substation Event (GOOSE) protocol to achieve this goal. However, the transmission of GOOSE messages is often limited to a small Local Area Network (LAN). In this demo, we demonstrate the feasibility of using 5G for GOOSEbased time critical communication in a large-scale smart-grid environment, and present a deployable 5G core solution using container-based virtualization technology. The radio part of the demo is emulated. The demo also shows that the delay introduced by the core network is in the order of sub milliseconds, while the one-way delay without a real radio access network is less than 1 ms, which is well below the total delay budget for GOOSE.

Place, publisher, year, edition, pages
IEEE, 2020
National Category
Telecommunications
Research subject
Computer Science
Identifiers
urn:nbn:se:kau:diva-77111 (URN)10.1109/ICIN48450.2020.9059397 (DOI)000569984100026 ()2-s2.0-85084086998 (Scopus ID)9781728151274 (ISBN)
Conference
23rd Conference on Innovation in Clouds, Internet and Networks (ICIN 2020)Paris, France, February 24-27, 2020
Projects
HITS, 4707
Funder
Knowledge Foundation
Available from: 2020-02-28 Created: 2020-02-28 Last updated: 2021-04-22Bibliographically approved

Open Access in DiVA

fulltext_KAPPAN(1389 kB)939 downloads
File information
File name FULLTEXT02.pdfFile size 1389 kBChecksum SHA-512
35c4d079ff7dab99d91444f0130bf119dffefb3f541d07ffc13bff9a17b69b9cfe2e1e839728b0f06e0d6a6976db1f916a709e1b50bb5658ee1d3cdfcca0bb29
Type fulltextMimetype application/pdf

Authority records

Nguyen, Van-Giang

Search in DiVA

By author/editor
Nguyen, Van-Giang
By organisation
Department of Mathematics and Computer Science (from 2013)
Computer Sciences

Search outside of DiVA

GoogleGoogle Scholar
Total: 939 downloads
The number of downloads is the sum of all downloads of full texts. It may include eg previous versions that are now no longer available

isbn
urn-nbn

Altmetric score

isbn
urn-nbn
Total: 3502 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • apa.csl
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf