├── .classpath ├── .gitattributes ├── .gitignore ├── .project ├── Application.properties ├── README.md ├── charts ├── Conventional NN │ ├── Non_60_Host.png │ ├── Non_60_Program ID.png │ └── Non_60_Severity.png ├── DB3 │ ├── DB3_60_Host.png │ ├── DB3_60_Program ID.png │ └── DB3_60_Severity.png └── Haar NN │ ├── Haar_60_Host.png │ ├── Haar_60_Program ID.png │ └── Haar_60_Severity.png ├── images ├── Conventional NN.png ├── DB3 NN.png ├── Haar NN.png ├── Original and denoised (with Haar) severity signal in one chart.png ├── Original and denoised (with Haar) severity signal.png ├── The comparison of RMSE values.JPG ├── Wavelet Packet Decomposition Tree.JPG ├── Wavelet threshold denoising process.JPG └── lstm.JPG ├── log4j.properties ├── savedModels ├── LogLSTM_DB3.zip ├── LogLSTM_Haar.zip └── LogLSTM_Non.zip ├── src └── main │ ├── java │ └── com │ │ └── deeplearning │ │ ├── network │ │ └── LSTMNetwork.java │ │ ├── predictions │ │ ├── log │ │ │ ├── LogBean.java │ │ │ ├── LogDataSetIterator.java │ │ │ └── LogPrediction.java │ │ └── singleSequence │ │ │ ├── LogPrediction.java │ │ │ ├── SingleSeqBean.java │ │ │ ├── SingleSeqDataSetIterator.java │ │ │ └── SingleSeqWaveletProcessor.java │ │ ├── util │ │ ├── DrawingTool.java │ │ └── PropertiesUtil.java │ │ └── wavelet │ │ ├── WaveletCoefHandler.java │ │ └── WaveletTransformProcessor.java │ └── resources │ └── cloud-log.csv └── target └── classes ├── META-INF ├── MANIFEST.MF └── maven │ └── com.deeplearning │ └── DataPrediction │ ├── pom.properties │ └── pom.xml ├── cloud-log.csv └── com └── deeplearning ├── network └── LSTMNetwork.class ├── predictions ├── log │ ├── LogBean.class │ ├── LogDataSetIterator.class │ └── LogPrediction.class └── singleSequence │ ├── LogPrediction.class │ ├── SingleSeqBean.class │ ├── SingleSeqDataSetIterator.class │ └── SingleSeqWaveletProcessor.class ├── util ├── DrawingTool.class └── PropertiesUtil.class └── wavelet ├── WaveletCoefHandler.class └── 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