QMP: A Cloud-native MLOps Automation Platform for Zero-Touch Service Assurance in 5G Systems
Georgios Samaras, Vasileios Theodorou, Dimitris Laskaratos, Nikos Psaromanolakis, Marinela Mertiri, Alexandros Valantasis
Abstract
In this paper we present QMP—an AI-driven platform 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.
Topics & Concepts
Cloud computingAutomationComputer scienceQuality assuranceEnhanced Data Rates for GSM EvolutionQuality of serviceService (business)Edge deviceEdge computingComputer networkTelecommunicationsOperating systemEngineeringEconomyMechanical engineeringEconomicsSoftware-Defined Networks and 5GTelecommunications and Broadcasting Technologies