O. Rodrigues, Diego; Braun, Torsten; Maia, Guilherme; Villas, Leandro (21 June 2023). Mobility-aware Latency-constrained Data Placement in SDN-enabled Edge Networks. In: IEEE/IFIP Network Operations and Management Symposium (NOMS 2023) (pp. 1-9). IEEE Xplore: IEEE 10.1109/NOMS56928.2023.10154445
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Edge Computing architecture provides computing capacity closer to users to fulfill the requirements of Future Internet services and applications, such as low latency. However, as users move at the edge and connect to different access points, service instances have to be migrated in order to keep service levels constant. Considering this issue, we introduce a graphbased algorithm to distribute data over networks considering time cost budgets. We then use this algorithm to develop a mobility-aware latency-constrained solution to position userspecific service instances, i.e., services that use application state and user session data, called Data Covers Framework (DCF). We compare DCF with other approaches for service provisioning at the edge that use fixed hosts or active service placement considering user mobility. Our experiments show that DCF achieves similar or better performance in terms of the percentage of packets delivered under latency requirements for different application classes while reducing the number of service migrations by 21% and the service interruption time by 41%.
Item Type: |
Conference or Workshop Item (Paper) |
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Division/Institute: |
08 Faculty of Science > Institute of Computer Science (INF) > Communication and Distributed Systems (CDS) 08 Faculty of Science > Institute of Computer Science (INF) |
UniBE Contributor: |
Oliveira Rodrigues, Diego, Braun, Torsten |
Subjects: |
000 Computer science, knowledge & systems 500 Science > 510 Mathematics |
ISSN: |
2374-9709 |
ISBN: |
978-1-6654-7716-1 |
Publisher: |
IEEE |
Funders: |
[UNSPECIFIED] 10.13039/100005125-EMI |
Language: |
English |
Submitter: |
Dimitrios Xenakis |
Date Deposited: |
07 Mar 2023 08:32 |
Last Modified: |
03 Sep 2023 02:45 |
Publisher DOI: |
10.1109/NOMS56928.2023.10154445 |
Related URLs: |
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Uncontrolled Keywords: |
Edge Computing; Software-Defined Networking; Service Migration; User Mobility; Service Mobility; Handover; Graph Theory |
BORIS DOI: |
10.48350/179584 |
URI: |
https://boris.unibe.ch/id/eprint/179584 |