# Online Time Series Anomaly Detectors

## Documentation for package ‘otsad’ version 0.2.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

ambient_temperature_system_failure | ambient_temperature_system_failure.
art_daily_flatmiddle | art_daily_flatmiddle.
art_daily_jumpsdown | art_daily_jumpsdown
art_daily_jumpsup | art_daily_jumpsup
art_daily_nojump | art_daily_nojump
art_increase_spike_density | art_increase_spike_density
art_load_balancer_spikes | art_load_balancer_spikes.
ContextualAnomalyDetector | Contextual Anomaly Detector - Open Source (CAD)
CpKnnCad | Classic processing KNN based Conformal Anomaly Detector (KNN-CAD)
CpPewma | Classic Processing Probabilistic-EWMA (PEWMA).
CpSdEwma | Classic Processing Shift-Detection based on EWMA (SD-EWMA).
CpTsSdEwma | Classic Processing Two-Stage Shift-Detection based on EWMA
cpu_utilization_asg_misconfiguration | cpu_utilization_asg_misconfiguration.
ec2_cpu_utilization_24ae8d | ec2_cpu_utilization_24ae8d.
ec2_cpu_utilization_53ea38 | ec2_cpu_utilization_53ea38.
ec2_cpu_utilization_5f5533 | ec2_cpu_utilization_5f5533.
ec2_cpu_utilization_77c1ca | ec2_cpu_utilization_77c1ca.
ec2_cpu_utilization_825cc2 | ec2_cpu_utilization_825cc2.
ec2_cpu_utilization_ac20cd | ec2_cpu_utilization_ac20cd.
ec2_cpu_utilization_fe7f93 | ec2_cpu_utilization_fe7f93.
ec2_disk_write_bytes_1ef3de | ec2_disk_write_bytes_1ef3de.
ec2_disk_write_bytes_c0d644 | ec2_disk_write_bytes_c0d644.
ec2_network_in_257a54 | ec2_network_in_257a54.
ec2_network_in_5abac7 | ec2_network_in_5abac7.
ec2_request_latency_system_failure | ec2_request_latency_system_failure.
elb_request_count_8c0756 | elb_request_count_8c0756.
exchange_2_cpc_results | exchange_2_cpc_results.
exchange_2_cpm_results | exchange_2_cpm_results.
exchange_3_cpc_results | exchange_3_cpc_results.
exchange_3_cpm_results | exchange_3_cpm_results.
exchange_4_cpc_results | exchange_4_cpc_results.
exchange_4_cpm_results | exchange_4_cpm_results.
GetDetectorScore | Get detector score
GetLabels | Get Lables
GetNullAndPerfectScores | Get Null And Perfect Scores
GetNumTrainingValues | Get Number of Training Values
GetWindowLength | Get Window Length
GetWindowsLimits | Get windows limits
grok_asg_anomaly | grok_asg_anomaly.
iio_us_east1_i_a2eb1cd9_NetworkIn | iio_us_east1_i_a2eb1cd9_NetworkIn.
IpKnnCad | Incremental processing KNN based Conformal Anomaly Detector (KNN-CAD).
IpPewma | Incremental Processing Probabilistic-EWMA (PEWMA).
IpSdEwma | Incremental Processing Shift-Detection based on EWMA (SD-EWMA).
IpTsSdEwma | Incremental Processing Two-Stage Shift-Detection based on EWMA
machine_temperature_system_failure | machine_temperature_system_failure.
NormalizeScore | Normalize Score using Max and Min normalization
nyc_taxi | nyc_taxi.
occupancy_6005 | occupancy_6005.
occupancy_t4013 | occupancy_t4013.
OcpPewma | Optimized Classic Processing Probabilistic-EWMA (PEWMA).
OcpSdEwma | Optimized Classic Processing Shift-Detection based on EWMA (SD-EWMA).
OcpTsSdEwma | Optimized Classic Processing Two-Stage Shift-Detection based on EWMA
OipPewma | Optimized Incremental Processing Probabilistic-EWMA (PEWMA).
OipSdEwma | Optimized Incremental Processing Shift-Detection based on EWMA (SD-EWMA).
OipTsSdEwma | Optimized Incremental Processing Two-Stage Shift-Detection based on EWMA
PlotDetections | PLOT DETECTIONS
rds_cpu_utilization_cc0c53 | rds_cpu_utilization_cc0c53.
rds_cpu_utilization_e47b3b | rds_cpu_utilization_e47b3b.
ReduceAnomalies | Reduce Anomalies
rogue_agent_key_hold | rogue_agent_key_hold.
rogue_agent_key_updown | rogue_agent_key_updown.
speed_6005 | speed_6005.
speed_7578 | speed_7578.
speed_t4013 | speed_t4013.
TravelTime_387 | TravelTime_387.
TravelTime_451 | TravelTime_451.
Twitter_volume_AAPL | Twitter_volume_AAPL.
Twitter_volume_AMZN | Twitter_volume_AMZN.
Twitter_volume_CRM | Twitter_volume_CRM.
Twitter_volume_CVS | Twitter_volume_CVS.
Twitter_volume_FB | Twitter_volume_FB.
Twitter_volume_GOOG | Twitter_volume_GOOG.
Twitter_volume_IBM | Twitter_volume_IBM.
Twitter_volume_KO | Twitter_volume_KO.
Twitter_volume_PFE | Twitter_volume_PFE.
Twitter_volume_UPS | Twitter_volume_UPS.