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Modelling Application Cache Behavior using Regression Models

Published • Jul 1, 2021
NobleIDNI5P77W80R62S18
Authors:
Jakob Danielsson
,
Janne Suuronen
,
Marcus Jägemar

Abstract

In this paper, we describe the creation of resource usage forecasts for applications with unknown execution characteristics, by evaluating different regression processes, including autoregressive, multivariate adaptive regression splines, exponential smoothing, etc. We utilize Performance Monitor Un...

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