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As in the aleatory variability analysis described above, the "all proxies" model is considered for comparison.
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We tested the Proxy model, which is at the top of a range of three.
(6) Generate proxy model for each objective function. .
In the proxy model, all clients get connected to the sleepy node through a proxy.
To tune proxy models, we propose a parameter-estimation scheme that incorporates prefiltering of prediction errors between the proxy model and reference data.
If proxy model is difficult, the TM server may poll OpenStack DB to confirm environment changes.
The input is defined to produce a proxy model, which considers interaction and quadratic terms.
The proxy model is validated with blind-cases with a correlation coefficient of 0.96.
Figure 15 shows the cross-plots of results obtained from the numerical model and the ANN-proxy model.
For this study, 9 parameters are used for both models to obtain a wider perspective of generating a proxy model.
The reduced quadratic model initially generates a proxy model consisting of all quadratic terms and interaction terms.
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