Dynamic Resource Provisioning of a Scalable E2E Network Slicing Orchestration System

被引:37
作者
Afolabi, Ibrahim [1 ]
Prados-Garzon, Jonathan [2 ,3 ]
Bagaa, Miloud [1 ]
Taleb, Tarik [1 ,4 ]
Ameigeiras, Pablo [3 ]
机构
[1] Aalto Univ, Sch Elect Engn, Dept Commun & Networking, Espoo 02150, Finland
[2] Univ Granada, Res Ctr Informat & Commun Technol, Granada 18002, Spain
[3] Univ Granada, Dept Signal Theory Telemat & Commun, Granada 18002, Spain
[4] Sejong Univ, Dept Comp & Informat Secur, Seoul 05006, South Korea
基金
芬兰科学院;
关键词
Network slicing; Heuristic algorithms; 5G mobile communication; Computer architecture; Queueing analysis; Dynamic scheduling; Time factors; dimensioning; orchestration; 5G; queuing model; analytical model; auto-scaling; SOFTWARE-DEFINED NETWORKING; 5G MOBILE; FRAMEWORK; MANAGEMENT; SERVICE;
D O I
10.1109/TMC.2019.2930059
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:2594 / 2608
页数:15
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