Projects per year
Abstract
Network slicing allows different applications and network services to be deployed on virtualized resources running on a common underlying physical infrastructure. Developing a scalable system for the orchestration of end-to-end (E2E) mobile network slices requires careful planning and very reliable algorithms. In this paper, we propose a novel E2E Network Slicing Orchestration System (NSOS) and a Dynamic Auto-Scaling Algorithm (DASA) for it. Our NSOS relies strongly on the foundation of a hierarchical architecture that incorporates dedicated entities per domain to manage every segment of the mobile network from the access, to the transport and core network part for a scalable orchestration of federated network slices. The DASA enables the NSOS to autonomously adapt its resources to changes in the demand for slice orchestration requests (SORs) while enforcing a given mean overall time taken by the NSOS to process any SOR. The proposed DASA includes both proactive and reactive resource provisioning techniques). The proposed resource dimensioning heuristic algorithm of the DASA is based on a queuing model for the NSOS, which consists of an open network of G/G/m queues. Finally, we validate the proper operation and evaluate the performance of our DASA solution for the NSOS by means of system-level simulations.
Original language | English |
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Article number | 8772218 |
Pages (from-to) | 2594-2608 |
Number of pages | 15 |
Journal | IEEE Transactions on Mobile Computing |
Volume | 19 |
Issue number | 11 |
Early online date | 2019 |
DOIs | |
Publication status | Published - 1 Nov 2020 |
MoE publication type | A1 Journal article-refereed |
Keywords
- Network slicing
- Heuristic algorithms
- 5G mobile communication
- Computer architecture
- Queueing analysis
- Dynamic scheduling
- Time factors
- Dimensioning
- Orchestration
- 5G
- Queuing model
- Analytical model
- Auto-scaling
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Dive into the research topics of 'Dynamic Resource Provisioning of a Scalable E2E Network Slicing Orchestration System'. Together they form a unique fingerprint.Projects
- 2 Finished
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CSN: Customized Software Networking across Multiple Administrative Domains
Taleb, T., Addad, R., Afolabi, I., Amor, A., Yu, H., Kianpisheh, S., Mariouak, M., Hellaoui, H., Sehad, N., Boudi, A., El Marai, O., Shokrnezhad, M., Bagaa, M., Maity, I., Naas, S., Bekkouche, O., Benzaid, C., Kerfah, I., Mada, B. & Yang, B.
01/09/2017 → 31/08/2021
Project: Academy of Finland: Other research funding
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MATILDA: A Holistic, innovative framework for the design, development and orchestration of 5G-ready applications and network services over sliced programmable infrastructure
Taleb, T., Afolabi, I., Abada, A., Mariouak, M., Prados-Garzon, J., El Marai, O., Bagaa, M., Boumezer, W. & Mada, B.
01/06/2017 → 31/07/2020
Project: EU: Framework programmes funding