Time Series Forecasting

Time Series Forecasting

Univariate vs multivariate prediction for containerised applications auto-scaling: a comparative study

Adaptive containerised systems have been developed using the Time Series Forecasting (TSF) technique. TSF analyses historical data patterns to estimate future trends, assuming they …

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Ensemble Learning

Microservices performance forecast using dynamic Multiple Predictor Systems

Time series forecasting has been applied to predict performance degradation in Microservice-Based Applications (MBAs). The prediction enables MBA adaptation to avoid performance …

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