Although the progress in this field, the quality control of traffic forecasts is commonly neglected in previous works. In this paper we analyze the performance ...
Performance Analysis of Control Charts Techniques. Applied to IP Traffic Forecasts. Ana Maria, Rivalino Matias, Autran Macedo. School of Computer Science.
Based on numerical and graphical analyses, we verify that CuSum and Shewhart control charts perform worse than EWMA, since they report false alarms for several ...
Based on numerical and graphical analyses, we verify that CuSum and Shewhart control charts perform worse than EWMA, since they report false alarms for several ...
We study the relative performance of Shewhart, CuSum and EWMA control charts applied to the residuals of an autocorrelated production process measured by ...
In this paper we analyze the performance of CUSUM, Shewhart, and EWMA control charts applied to the residuals of an ARMA(2, 2) forecasting model processing real ...
Quality monitoring of network traffic forecasts using statistical ...
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This paper presents a statistical process control based approach in order to keep in control online predictions of different network traffics and evaluates ...
Performance Analysis of Control Charts Techniques Applied to IP Traffic Forecasts · Performance Of A Combined Shewhart-Cusum Control Chart With Binomial Data For ...
May 2, 2024 · In addition to helping analyze a process before and after an improvement or change, they can be a great first step to more accurate predictions or forecasting.
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There are two main methods for computing the performance measures of control charts: i) the Monte Carlo simulation method, and ii) the Markov chains method. ...
Missing: IP Forecasts.