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Table 1 List prediction models used in the paper

From: Design and implementation of I/O performance prediction scheme on HPC systems through large-scale log analysis

Algorithm

Description

Linear

Linear model based on distance

Polynomial

Polynomial model based on distance

K-nearest neighbors

Model based on distance and group of adjacent data sets

Gradient boosting random forest (GBDT)

Model based on decision trees and boosting for combining trees

Random forest (RF)

Model based on decision trees and bagging for combining trees

Multilayers precentron (MLP)

Feedforward artificial neural network

Convolutional neural network (CNN)

Artificial neural network based on convolution