AlphaX
  • WORKSPACE
    • Data Table List View
      • AI View
    • Map
  • Analysis
    • Overview
    • Anomalies
      • Batch Detection
      • Change Point Detection
      • Streaming Detection
      • User interface
        • Anomaly List View
        • Anomaly Edit View
        • Anomaly Chart View
        • Anomaly Share View
      • Analysis List View
    • TOOLBOX
      • Analysis
        • Charts
          • Charts View
          • Drawings View
          • Data View
        • Table
        • Anomaly
      • Reports
        • Reports List View
          • Create a New Report
        • Reports Manage View
      • Device
        • Devices List View
          • Create New Device Registration
        • Devices Manage View
      • API Endpoints
        • API Endpoints List View
          • Create a New Feed
        • API Endpoints Manage View
      • Integrations
        • Integrations List View
          • App
        • Integrations Manage View
      • Dashboards
        • Dashboards List View
          • Create a New Dashboard
        • Dashboards Manage View
      • Alerts
        • Events Hub List View
        • Events Hub Manage View
        • Event Data Format
        • Event Acknowledgement
      • Calculations
        • Calculations List View
          • Create a New Calculation
        • Calculations Manage View
      • Controls
        • Controls List View
          • Create a New Control Element
        • Controls Manage View
  • Data Hub
    • API Queries
      • API Queries List View
      • API Queries Modal View
      • Testing API Queries
      • Common Issues & Troubleshooting
    • ADMINISTRATION
      • People
        • Users
          • Users List View
            • Create a New User Account
          • Users Manage View
        • Roles
          • Roles List View
            • Create a New Access Role
          • Roles Manage View
        • Contacts
          • Contacts List View
            • Create New Contact
          • Contacts Manage View
      • Configuration
        • Asset Hierarchy
          • Asset Hierarchy List View
            • Create New Entity
          • Asset Hierarchy Manage View
        • Attributes
          • Asset Classes
            • Asset Classes List View
              • Create New Asset Class
            • Asset Classes Manage View
          • Battery Types
            • Battery Types List View
              • Create New Battery Type
            • Battery Types Manage View
          • Device Categories
            • Device Categories List View
              • Create New Device Category
            • Device Categories Manage View
          • Feed Types
            • Feed Types List View
              • Create a New Feed Type
            • Feed Types Manage View
          • Manufactures
            • Manufacturers List View
              • Create a New Manufacture
            • Manufactures Manage View
          • Models
            • Models List View
              • Create a New Model
            • Models Manage View
          • Network Types
            • Network Types List View
              • Create New Network Type
            • Network Types Manage View
          • Power Sources
            • Power Sources List View
              • Create A New Power Source
            • Power Sources Manage View
          • Sensor Types
            • Sensor Types List View
              • Create New Sensor Type
            • Sensor Types Manage View
          • Status Labels
            • Status Labels List View
              • Create New Status Label
            • Status Labels Manage View
          • Suppliers
            • Suppliers List View
              • Create New Supplier
            • Suppliers Manage View
      • System Logs
        • System Logs List View
        • Email Message Log
        • SMS Message Log
        • API Transaction Log
        • Create a New Service Log Report
Powered by GitBook
On this page
  • What is it for?
  • How does it work?
  1. Analysis
  2. Anomalies

Streaming Detection

Streaming anomaly detection identifies real-time anomalies in continuous data, enabling immediate response to issues in dynamic systems.

What is it for?

Streaming anomaly detection is used to identify unusual patterns or outliers in real-time data as it is continuously generated. Unlike traditional methods that analyze historical data, streaming anomaly detection operates on live data streams, making it ideal for monitoring systems that require immediate detection and response to anomalies.

In IoT/OT environments, it's used to detect issues like equipment malfunctions, security breaches, or operational problems as they occur, enabling rapid intervention to prevent potential problems or mitigate their impact.

How does it work?

This detection mode is set from the events module and analyses each new data point as it is received. For more detail on setting the streaming anomoly mode refer to the events module.

Identifies if the current point of the time series data is anomaly.

This sends the most recent 1000 data points to the AlphaX intelligence engine to build a model, then analyzes the last data point based on that model.

Parameters

Feature
Description

Sensitivity

A numerical value (0% - 99%) used to control the tolerance of Anomaly Detection. Lower sensitivity results in fewer anomalies being detected. It is recommended to set the sensitivity below 75% to prevent over-sensitivity and reduce false positives.

Max Anomaly Ratio

Not used

Output

Feature
Description

Anomaly

Boolean: If the Last data point is Identified as an anomaly

PreviousChange Point DetectionNextUser interface

Last updated 8 months ago