Industrial Edge Insights - Time Series Release Notes#

v2025.2 - December 2025#

This release introduces substantial enhancements to the Time Series AI stack, including a new sample application and several key features detailed below.

Time Series AI Stack Enhancements#

  • Introduced Makefile support for scalable processing of multiple input streams via OPC-UA and MQTT protocols, enabling effective benchmarking of sample applications.

  • Updated Makefile to support multiple sample applications through an app parameter.

  • Enabled GPU-based inferencing for both Docker Compose and Helm deployments.

  • Removed model registry microservice code and documentation from sample applications.

  • Integrated nginx reverse proxy to centralize external traffic for web applications and REST API servers, reducing port exposure.

  • Refactored configuration files, codebase, and documentation to eliminate redundancy.

  • Added documentation for secure connectivity to internal and external MQTT brokers.

  • Implemented various improvements in documentation, usability, and configuration management for both Docker Compose and Helm deployments.

Wind Turbine Anomaly Detection - v1.1.0#

  • Enabled iGPU based inferencing for the machine learning model using the scikit-learn-intelex package.

Weld Anomaly Detection - v1.0.0#

  • Introduced a weld anomaly detection sample application featuring dataset ingestion, CatBoost machine learning model integration, and a dedicated Grafana dashboard.