First model noisy event logs into time series

use Haar wavelet transform to get the approximation time series and construct the noisy template library with skip list.Then

the similarity between target log time series and noisy tem-plate to filter the noisy logs was compared.Experiment results on a real cloud service shows that successfully filter out the noisy log and increase the validity of fault feature.