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Improving the Adaptability of the End-host: Service-aware Network Stack Tuning
Karlstad University, Faculty of Health, Science and Technology (starting 2013), Department of Mathematics and Computer Science (from 2013). (DISCO)ORCID iD: 0000-0002-8870-9887
2023 (English)Licentiate thesis, comprehensive summary (Other academic)
Abstract [en]

The Internet of today is very different from how it used to be. Modern networked applications are becoming increasingly diverse. Consequently, a variety of requirements must be met by the network. Efforts to make the underlying mechanisms of the Internet more flexible have therefore been made to adapt to this diversification. In this thesis, we explore how information about application requirements can be leveraged to optimize the network protocol stack of end-hosts during run-time. In addition, we improve the visibility of the network to the end-host in order to enable additional flexibility in the usage of the network's resources.

We conduct tests in real-world testbeds and examine how services might be developed to optimize latency, throughput, and availability for various network traffic scenarios, including 360-degree video streaming, drone autopilots, and connected vehicles. We show how multi-connectivity, where the end-host is connected via multiple network paths simultaneously, may be used to significantly reduce latency and increase availability, while minimizing the overhead imposed on the network by carefully considering the network selection process. Furthermore, we describe an architecture that allows the user equipment and network functionality inside the 5G core network to cooperatively optimize the resource usage of the network.

Abstract [en]

The Internet of today is very different from how it used to be. Modern networked applications are becoming increasingly diverse. Consequently, a variety of requirements must be met by the network. This presents a massive challenge, since the Internet was originally designed on best-effort principle. 

To address this challenge, we explore how Internet end-hosts can flexibly adapt to the needs of individual applications, by dynamically configuring the network protocol stack during run-time. In addition, we improve the visibility of the network, allowing end-hosts to better utilize the resources of the network. 

We conduct tests in real-world testbeds and examine how services might be developed to optimize latency, throughput, and availability for various network traffic scenarios. We also show how multiple network paths can be used simultaneously to significantly reduce latency and increase availability, while minimizing the overhead imposed on the network. Furthermore, we describe an architecture that allows the user equipment and network functionality inside the 5G core network to cooperatively optimize the resource usage of the network.

Place, publisher, year, edition, pages
Karlstad: Karlstads universitet, 2023. , p. 23
Series
Karlstad University Studies, ISSN 1403-8099 ; 2023:2
Keywords [en]
transport layer, 5G, transport services, mobile broadband, network slicing, latency, availability, service optimization, multi-connectivity
National Category
Computer Sciences
Research subject
Computer Science
Identifiers
URN: urn:nbn:se:kau:diva-92742ISBN: 978-91-7867-332-2 (print)ISBN: 978-91-7867-333-9 (electronic)OAI: oai:DiVA.org:kau-92742DiVA, id: diva2:1720279
Presentation
2023-02-16, 21A342, Eva Erikssonsalen, Karlstad, 13:15 (English)
Opponent
Supervisors
Note

Paper II was published as a manuscript in the thesis. It is an extended version of the paper, which adds additional material that had to be cut from the original paper due to page limit restrictions.

Available from: 2023-01-26 Created: 2022-12-19 Last updated: 2023-06-07Bibliographically approved
List of papers
1. Extending Network Slice Management to the End-host
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2021 (English)In: ACM SIGCOMM 2021 Workshop on 5G Measurements, Modeling, and Use Cases (5G-MeMU), August 23, 2021., 1601 Broadway, 10th Floor New York, NY 10019-7434: ACM Digital Library, 2021, p. 20-26Conference paper, Published paper (Refereed)
Abstract [en]

The network slicing concept of 5G aims to provide the flexibility and scalability required to support a wide array of vertical services. To coordinate the coexistence of network slices, and to guarantee that the required resources are available for each one of them, the 5G core employs a slicing management entity, a slice manager. In this paper, we propose an architecture where the network slicing concept is extended beyond the core and access networks to also include the configuration of the UE’s network stack.We exploit the slice manager’s global view on the network to feed fine-grained information on slice configuration, health, and status to the UE. This information, together with local policies on the UE, is then used to dynamically create services tailored to the requirements of individual applications. We implement this architecture in a 5G testbed, and show how it can be leveraged in order to enable optimized services through dynamic network protocol configuration, application-to-slice mapping, and network protocol selection.

Place, publisher, year, edition, pages
1601 Broadway, 10th Floor New York, NY 10019-7434: ACM Digital Library, 2021
Keywords
5G, network slicing, transport services, transport layer, user equipment
National Category
Telecommunications
Research subject
Computer Science
Identifiers
urn:nbn:se:kau:diva-85469 (URN)10.1145/3472771.3472775 (DOI)000773032900004 ()2-s2.0-85116447699 (Scopus ID)
Conference
ACM SIGCOMM 2021 Workshop on 5G Measurements, Modeling, and Use Cases (5G-MeMU)
Projects
5th Generation End-to-end Network, Experimentation, System Integration, and Showcasing (5GENESIS)
Funder
EU, Horizon 2020, 815178
Available from: 2021-07-10 Created: 2021-07-10 Last updated: 2023-06-30Bibliographically approved
2. Integrated Network and End-host Policy Management for Network Slicing
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(English)Manuscript (preprint) (Other academic)
Abstract [en]

5G mobile networks introduce the concept of network slicing, the functionality of creating virtual networks on top of shared physical infrastructure. Such slices can be tailored to various vertical services. A single User Equipment (UE) may be served by multiple network slice instances simultaneously, which opens up the possibility of dynamically steering traffic in response to the specific needs of individual applications - and as a reaction to events inside the network, e.g., network failures. This paper presents the PoLicy-based Architecture for Network Slicing (PLANS). In this policy framework, the network slice management entity in the 5G core and the UE can cooperatively optimize the usage of the available network slices via policy systems installed both inside the network and on the UE. The PLANS architecture has been implemented and evaluated in a 5G testbed. For three different case studies, we show how such a system can be leveraged to provide optimized services and increased robustness against network failures. First, we consider a drone autopilot scenario and we demonstrate how PLANS can reduce network-slice recovery time by more than 90 %. We then study a bulk-transfer scenario and show how PLANS enables a sustained high throughput during a network-slice failure. Finally, for a 360-degree video streaming scenario, we illustrate how PLANS can help prevent video quality degradation due to a network-slice becoming unavailable.

National Category
Telecommunications
Research subject
Computer Science
Identifiers
urn:nbn:se:kau:diva-92740 (URN)
Note

This is the author’s extended version of the work. The definitive shorter version was published in 2022 18th International Conference on Network and  Service Management, 2022, https://dl.ifip.org/db/conf/cnsm/cnsm2022/28.pdf.

Available from: 2022-12-18 Created: 2022-12-18 Last updated: 2023-05-24Bibliographically approved
3. Utilizing Multi-Connectivity to Reduce Latency and Enhance Availability for Vehicle to Infrastructure Communication
Open this publication in new window or tab >>Utilizing Multi-Connectivity to Reduce Latency and Enhance Availability for Vehicle to Infrastructure Communication
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2022 (English)In: IEEE Transactions on Mobile Computing, ISSN 1536-1233, E-ISSN 1558-0660, Vol. 21, no 5, p. 1874-1891Article in journal (Refereed) Published
Abstract [en]

Cooperative Intelligent Transport Systems (C-ITS) enable information to be shared wirelessly between vehicles and infrastructure in order to improve transport safety and efficiency. Delivering C-ITS services using existing cellular networks offers both financial and technological advantages, not least since these networks already offer many of the features needed by C-ITS, and since many vehicles on our roads are already connected to cellular networks. Still, C-ITS pose stringent requirements in terms of availability and latency on the underlying communication system; requirements that will be hard to meet for currently deployed 3G, LTE, and early-generation 5G systems. Through a series of experiments in the MONROE testbed (a cross-national, mobile broadband testbed), the present study demonstrates how cellular multi-access selection algorithms can provide close to 100% availability, and significantly reduce C-ITS transaction times. The study also proposes and evaluates a number of low-complexity, low-overhead single-access selection algorithms, and shows that it is possible to design such solutions so that they offer transaction times and availability levels that rival those of multi-access solutions.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2022
Keywords
Cooperative intelligent transport systems, C-ITS, multi-connectivity, multi-access, cellular networks, interface selection
National Category
Telecommunications Communication Systems
Research subject
Computer Science
Identifiers
urn:nbn:se:kau:diva-80311 (URN)10.1109/TMC.2020.3028306 (DOI)000778914700024 ()2-s2.0-85099742008 (Scopus ID)
Projects
5GENESIS, DigitalWell Arena
Funder
EU, Horizon 2020, 815178Region Värmland
Available from: 2020-09-22 Created: 2020-09-22 Last updated: 2022-12-19Bibliographically approved

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