Sökning: "multilayer preceptrons"

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  1. 1. Predictive Autoscaling of Systems using Artificial Neural Networks

    Kandidat-uppsats, Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Författare :Christoffer Lundström; Camilla Heiding; [2021]
    Nyckelord :autoscaling; predictive autoscaling; machine learning; artificial neural networks; multilayer preceptrons; MLP-regressor; time series forecasting;

    Sammanfattning : Autoscalers handle the scaling of instances in a system automatically based on specified thresholds such as CPU utilization. Reactive autoscalers do not take the delay of initiating a new instance into account, which may lead to overutilization. LÄS MER