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- W4385655796 abstract "Network Services automation requires predictable Quality of Service (QoS) performance, measured in terms of throughput, delay and jitter, to allow making proactive decisions. QoS is typically guaranteed by overprovisioning capacity dedicated to the packet connection, which increases costs for customers and network operators, especially when the traffic generated by the users and/or the virtual functions highly varies over the time. This paper presents the PILOT methodology for modeling the performance of packet connections during commissioning testing in terms of throughput, delay and jitter. PILOT runs in a sandbox domain and constructs a scenario where an efficient traffic flow simulation environment, based on the CURSA-SQ model, is used to generate large amounts of data for Machine Learning (ML) model training and validation. The simulation scenario is tuned using real measurements of the connection obtained from a set of active probes." @default.
- W4385655796 created "2023-08-09" @default.
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- W4385655796 date "2023-07-02" @default.
- W4385655796 modified "2023-09-25" @default.
- W4385655796 title "PILOT: A Methodology for Modeling the Performance of Packet Connections" @default.
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- W4385655796 doi "https://doi.org/10.1109/icton59386.2023.10207325" @default.
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