Load forecasting: a cross-field study on server and energy load forecasting Impact of temporal factors on generalization ability and performance of regression models

The server load prediction and energy load forecasting have available a wide range of approaches and applications, with their general goal being the prediction of future load for a specific period of time on a given system. Depending on the specific goal, different methodologies can be applied. In t...

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Bibliographic Details
Main Author: Silva, Claudio Alexandre Duarte (author)
Format: masterThesis
Language:eng
Published: 2020
Subjects:
Load prediction
Server load prediction
Energy load forecasting
Regression problems
Linear regression
Artificial neural networks
Support vector machines
Model generalization
Domínio/Área Científica::Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
Online Access:http://hdl.handle.net/10400.8/4824
Country:Portugal
Oai:oai:iconline.ipleiria.pt:10400.8/4824

Internet

http://hdl.handle.net/10400.8/4824

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