Context This is pre-processed and labeled data used in "Machine Learning-based Anomaly Detection in Software Systems: An Industrial Evaluation" Raw data can be found [here][1]. Content The dataset contains labeled feature vectors for each measurement (one minute apart). The feature vectors consist of the following features: - Active connections : (MXBean(com.bea:Name=source01,Type=JDBCConnectionPoolRuntime).ActiveConnectionsCurrentCount) - Active connections : (MXBean(com.bea:Name=source01,Type=JDBCDataSourceRuntime).ActiveConnectionsCurrentCount) - Active connections : (MXBean(com.bea:Name=source02,Type=JDBCConnectionPoolRuntime).ActiveConnectionsCurrentCount) - Active connections : (MXBean(com.bea:Name=source02,Type=JDBCDataSourceRuntime).ActiveConnectionsCurrentCount) - Active connections : (MXBean(com.bea:Name=source03,Type=JDBCConnectionPoolRuntime).ActiveConnectionsCurrentCount) - Active connections : (MXBean(com.bea:Name=source03,Type=JDBCDataSourceRuntime).ActiveConnectionsCurrentCount) - Active connections : (MXBean(com.bea:Name=source04,Type=JDBCConnectionPoolRuntime).ActiveConnectionsCurrentCount) - Active connections : (MXBean(com.bea:Name=source04,Type=JDBCDataSourceRuntime).ActiveConnectionsCurrentCount) - Active connections : (MXBean(com.bea:Name=source05,Type=JDBCConnectionPoolRuntime).ActiveConnectionsCurrentCount) - Active connections : (MXBean(com.bea:Name=source05,Type=JDBCDataSourceRuntime).ActiveConnectionsCurrentCount) - Active connections : (MXBean(com.bea:Name=source06,Type=JDBCConnectionPoolRuntime).ActiveConnectionsCurrentCount) - Active connections : (MXBean(com.bea:Name=source06,Type=JDBCDataSourceRuntime).ActiveConnectionsCurrentCount) - Active connections : (MXBean(com.bea:Name=source08,Type=JDBCConnectionPoolRuntime).ActiveConnectionsCurrentCount) - Active connections : (MXBean(com.bea:Name=source08,Type=JDBCDataSourceRuntime).ActiveConnectionsCurrentCount) - Active connections : (MXBean(com.bea:Name=source09,Type=JDBCConnectionPoolRuntime).ActiveConnectionsCurrentCount) - Active connections : (MXBean(com.bea:Name=source09,Type=JDBCDataSourceRuntime).ActiveConnectionsCurrentCount) - Active connections : (MXBean(com.bea:Name=source10,Type=JDBCConnectionPoolRuntime).ActiveConnectionsCurrentCount) - Active connections : (MXBean(com.bea:Name=source10,Type=JDBCDataSourceRuntime).ActiveConnectionsCurrentCount) - Active transactions : (MXBean(com.bea:Name=JTARuntime,Type=JTARuntime).ActiveTransactionsTotalCount) - Available db connection activity : (d/dx (MXBean(com.bea:Name=source01,Type=JDBCConnectionPoolRuntime).NumAvailable)) - Available db connection activity : (d/dx (MXBean(com.bea:Name=source01,Type=JDBCDataSourceRuntime).NumAvailable)) - Available db connection activity : (d/dx (MXBean(com.bea:Name=source02,Type=JDBCConnectionPoolRuntime).NumAvailable)) - Available db connection activity : (d/dx (MXBean(com.bea:Name=source02,Type=JDBCDataSourceRuntime).NumAvailable)) - Available db connection activity : (d/dx (MXBean(com.bea:Name=source03,Type=JDBCConnectionPoolRuntime).NumAvailable)) - Available db connection activity : (d/dx (MXBean(com.bea:Name=source03,Type=JDBCDataSourceRuntime).NumAvailable)) - Available db connection activity : (d/dx (MXBean(com.bea:Name=source04,Type=JDBCConnectionPoolRuntime).NumAvailable)) - Available db connection activity : (d/dx (MXBean(com.bea:Name=source04,Type=JDBCDataSourceRuntime).NumAvailable)) - Available db connection activity : (d/dx (MXBean(com.bea:Name=source05,Type=JDBCConnectionPoolRuntime).NumAvailable)) - Available db connection activity : (d/dx (MXBean(com.bea:Name=source05,Type=JDBCDataSourceRuntime).NumAvailable)) - Available db connection activity : (d/dx (MXBean(com.bea:Name=source06,Type=JDBCConnectionPoolRuntime).NumAvailable)) - Available db connection activity : (d/dx (MXBean(com.bea:Name=source06,Type=JDBCDataSourceRuntime).NumAvailable)) - Available db connection activity : (d/dx (MXBean(com.bea:Name=source08,Type=JDBCConnectionPoolRuntime).NumAvailable)) - Available db connection activity : (d/dx (MXBean(com.bea:Name=source08,Type=JDBCDataSourceRuntime).NumAvailable)) - Available db connection activity : (d/dx (MXBean(com.bea:Name=source09,Type=JDBCConnectionPoolRuntime).NumAvailable)) - Available db connection activity : (d/dx (MXBean(com.bea:Name=source09,Type=JDBCDataSourceRuntime).NumAvailable)) - Available db connection activity : (d/dx (MXBean(com.bea:Name=source10,Type=JDBCConnectionPoolRuntime).NumAvailable)) - Available db connection activity : (d/dx (MXBean(com.bea:Name=source10,Type=JDBCDataSourceRuntime).NumAvailable)) - Class loading activity : (d/dx (MXBean(java.lang:type=ClassLoading).LoadedClassCount)) - Class unloading activity : (d/dx (MXBean(java.lang:type=ClassLoading).UnloadedClassCount)) - Connection delay : (MXBean(com.bea:Name=source01,Type=JDBCConnectionPoolRuntime).ConnectionDelayTime) - Connection delay : (MXBean(com.bea:Name=source01,Type=JDBCDataSourceRuntime).ConnectionDelayTime) - Connection delay : (MXBean(com.bea:Name=source02,Type=JDBCConnectionPoolRuntime).ConnectionDelayTime) - Connection delay : (MXBean(com.bea:Name=source02,Type=JDBCDataSourceRuntime).ConnectionDelayTime) - Connection delay : (MXBean(com.bea:Name=source03,Type=JDBCConnectionPoolRuntime).ConnectionDelayTime) - Connection delay : (MXBean(com.bea:Name=source03,Type=JDBCDataSourceRuntime).ConnectionDelayTime) - Connection delay : (MXBean(com.bea:Name=source04,Type=JDBCConnectionPoolRuntime).ConnectionDelayTime) - Connection delay : (MXBean(com.bea:Name=source04,Type=JDBCDataSourceRuntime).ConnectionDelayTime) - Connection delay : (MXBean(com.bea:Name=source05,Type=JDBCConnectionPoolRuntime).ConnectionDelayTime) - Connection delay : (MXBean(com.bea:Name=source05,Type=JDBCDataSourceRuntime).ConnectionDelayTime) - Connection delay : (MXBean(com.bea:Name=source06,Type=JDBCConnectionPoolRuntime).ConnectionDelayTime) - Connection delay : (MXBean(com.bea:Name=source06,Type=JDBCDataSourceRuntime).ConnectionDelayTime) - Connection delay : (MXBean(com.bea:Name=source08,Type=JDBCConnectionPoolRuntime).ConnectionDelayTime) - Connection delay : (MXBean(com.bea:Name=source08,Type=JDBCDataSourceRuntime).ConnectionDelayTime) - Connection delay : (MXBean(com.bea:Name=source09,Type=JDBCConnectionPoolRuntime).ConnectionDelayTime) - Connection delay : (MXBean(com.bea:Name=source09,Type=JDBCDataSourceRuntime).ConnectionDelayTime) - Connection delay : (MXBean(com.bea:Name=source10,Type=JDBCConnectionPoolRuntime).ConnectionDelayTime) - Connection delay : (MXBean(com.bea:Name=source10,Type=JDBCDataSourceRuntime).ConnectionDelayTime) - DB connection started : (incld/dx (MXBean(com.bea:Name=source01,Type=JDBCConnectionPoolRuntime).ConnectionsTotalCount)) - DB connection started : (incld/dx (MXBean(com.bea:Name=source01,Type=JDBCDataSourceRuntime).ConnectionsTotalCount)) - DB connection started : (incld/dx (MXBean(com.bea:Name=source02,Type=JDBCConnectionPoolRuntime).ConnectionsTotalCount)) - DB connection started : (incld/dx (MXBean(com.bea:Name=source02,Type=JDBCDataSourceRuntime).ConnectionsTotalCount)) - DB connection started : (incld/dx (MXBean(com.bea:Name=source03,Type=JDBCConnectionPoolRuntime).ConnectionsTotalCount)) - DB connection started : (incld/dx (MXBean(com.bea:Name=source03,Type=JDBCDataSourceRuntime).ConnectionsTotalCount)) - DB connection started : (incld/dx (MXBean(com.bea:Name=source04,Type=JDBCConnectionPoolRuntime).ConnectionsTotalCount)) - DB connection started : (incld/dx (MXBean(com.bea:Name=source04,Type=JDBCDataSourceRuntime).ConnectionsTotalCount)) - DB connection started : (incld/dx (MXBean(com.bea:Name=source05,Type=JDBCConnectionPoolRuntime).ConnectionsTotalCount)) - DB connection started : (incld/dx (MXBean(com.bea:Name=source05,Type=JDBCDataSourceRuntime).ConnectionsTotalCount)) - DB connection started : (incld/dx (MXBean(com.bea:Name=source06,Type=JDBCConnectionPoolRuntime).ConnectionsTotalCount)) - DB connection started : (incld/dx (MXBean(com.bea:Name=source06,Type=JDBCDataSourceRuntime).ConnectionsTotalCount)) - DB connection started : (incld/dx (MXBean(com.be