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QMP: A Cloud-native MLOps Automation Platform for Zero-Touch Service Assurance in 5G Systems

descriptionPublicationkeyboard_double_arrow_right Article , Conference object 05 Sep 2022Publisher:IEEEJournal:2022 IEEE International Mediterranean Conference on Communications and Networking (MeditCom)Funded by:EC | 5G-SOLUTIONS
Authors: Georgios Samaras; Vasileios Theodorou; Dimitrios Laskaratos; Nikolaos Psaromanolakis; Marinela Mertiri; Alexandros Valantasis;

doi: 10.1109/meditcom55741.2022.9928678 , 10.5281/zenodo.7064079 , 10.5281/zenodo.7064078

QMP: A Cloud-native MLOps Automation Platform for Zero-Touch Service Assurance in 5G Systems

Abstract

In this paper we present QMP—an AI-driven plat- form for proactively assuring Network Slices’ Quality of Service (QoS)— and a demo of its MLOps automation features applied on vCDN Slices at the network edge.

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    popularity
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    		 Top 10%
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    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Top 10%
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    download downloads 28
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download
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
OpenAIRE UsageCountsViews provided by UsageCounts
downloads
OpenAIRE UsageCountsDownloads provided by UsageCounts
10
Top 10%
Top 10%
Top 10%
9
28
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