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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, namelynetwork slices. In this paper, we propose and analyzeONETS, an Online NETwork Slicing solution thati) 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 andv) allows for the design of a low-complexity online network slice brokering solution that maximizes multiplexing gains.
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Sciancalepore et al. (2021) studied this question.
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