Market Driven Multidomain Network Service Orchestration in 5G Networks

被引:14
|
作者
Dieye, Mouhamad [1 ]
Jaafar, Wael [2 ]
Elbiaze, Halima [1 ]
Glitho, Roch H. [3 ,4 ]
机构
[1] Univ Quebec, Dept Comp Sci, Montreal, PQ H2L 2C4, Canada
[2] Carleton Univ, Dept Syst & Comp Engn, Ottawa, ON K1S 5B6, Canada
[3] Concordia Univ, Concordia Inst Informat Syst Engn, Montreal, PQ H3G 1M8, Canada
[4] Univ Western Cape, Comp Sci Program, ZA-7535 Cape Town, South Africa
基金
加拿大自然科学与工程研究理事会;
关键词
Games; Quality of service; Indium phosphide; III-V semiconductor materials; Resource management; 5G mobile communication; Servers; 5G; multi-domain; resource orchestration; resource allocation; deep reinforcement learning; collusion; coopetition; competition; COMPETITION; PLACEMENT; ALGORITHM; AUCTIONS;
D O I
10.1109/JSAC.2020.2986692
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The advent of a new breed of enhanced multimedia services has put network operators into a position where they must support innovative services while ensuring both end-to-end Quality of Service requirements and profitability. Recently, Network Function Virtualization (NFV) has been touted as a cost-effective underlying technology in 5G networks to efficiently provision novel services. These NFV-based services have been increasingly associated with multi-domain networks. However, several orchestration issues, linked to cross-domain interactions and emphasized by the heterogeneity of underlying technologies and administrative authorities, present an important challenge. In this paper, we tackle the cross-domain interaction issue by proposing an intelligent and profitable auction-based approach to allow inter-domains resource allocation.
引用
收藏
页码:1417 / 1431
页数:15
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