Dell Products Inc.

Marcio F S Lena

Cristiano André Da Costa

Rodrigo Da Rosa Righi

Rodrigo F Mohr

Luiz Ricardo Bertoldi De Oliveira

A management server includes linear regression circuitry to receive the data as input data, based on the input data, the linear regression circuitry generates a linear regression line for the input data. Gradient circuitry analyzes angles between two points of data within the input data. In response to a first angle between a first point of data and a second point of data being greater than a threshold angle, the gradient circuitry determines that an interval of data including the first and second points of data is an abrupt interval, removes first data within the abrupt interval from the input data, and updates the linear regression line accordingly. Support vector machine circuitry receives the input data, classifies outliers in the input data, and removes the outliers. The linear regression line is updated based on the removal of the outliers.

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Porto Alegre, Brazil

Marcio F S Lena