ONETS: Online Network Slice Broker From Theory to Practice

被引:21
作者
Sciancalepore, Vincenzo [1 ]
Zanzi, Lanfranco [1 ]
Costa-Perez, Xavier [1 ,2 ,3 ]
Capone, Antonio [4 ]
机构
[1] NEC Labs Europe GmbH, D-69115 Heidelberg, Germany
[2] I2CAT Fdn, Barcelona 08034, Spain
[3] Catalan Inst Res & Adv Studies ICREA, Barcelona 08010, Spain
[4] Politecn Milan, Dipartimento Elettron Informaz & Bioingn, I-20133 Milan, Italy
关键词
5G; network slicing; brokering; virtualization; online algorithm; RAN; REGRET;
D O I
10.1109/TWC.2021.3094116
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
Virtualization and network slicing offer an unprecedented opportunity to mobile network operators: open their physical network infrastructure platform to the concurrent deployment of multiple logical self-contained networks, namely network slices. In this paper, we propose and analyze ONETS, an Online NETwork Slicing solution that i) builds on the budgeted lock-up multi-armed bandit mathematical model and properties, ii) derives its analytical bounds in our proposed extension for network slicing, iii) seamlessly integrates into the 3GPP architecture, iv) proves its feasibility through a proof-of-concept implementation on commercial hardware considering three network slices and v) allows for the design of a low-complexity online network slice brokering solution that maximizes multiplexing gains.
引用
收藏
页码:121 / 134
页数:14
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