How To Use Multivariate Time Series Techniques For Capacity Planning on VMs
Posted by Armando Brito Mendes | Filed under estatística, Investigação Operacional, materiais ensino
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Métodos multivariados para séries cronológicas com VMs
Capacity planning is an arduous, ongoing task for many operations teams, especially for those who rely on Virtual Machines (VMs) to power their business. At Pivotal, we have developed a data science model capable of forecasting hundreds of thousands of models to automate this task using a multivariate time series approach. Open to reuse for other areas such as industrial equipment or vehicles engines, this technique can be applied broadly to anything where regular monitoring data can be collected.
Tags: data mining, machine learning, previsão
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