BMC Helix Distribution B.V.

redis db (7.2.5.r2) with search lib added

nginx image with hEdge specific authorisation plugin added for RBAC

hEdge user, roles and resource management service

edgexfoundry core-common-config-bootstrapper with common configs added for hedge

edgexfoundry core-metadata where validation to check for a device against device service removed

edgexfoundry's nginx configuration updated to expose hedge routes

edgexfoundry security-secretstore-setup with a workaround for token expiry

hedge specific config updates to edgexfoundry/security-bootstrapper to init security setup

hEdge ML Agent to automate trained model & prediction services deployment at the edge

Orchestrates config based ML data pipeline for ML predictions & events

ML training provider via docker in docker that takes training image & datafile as input

ml management service that provides APIs for ml data config, training & deployment

nod-red service with an interceptor added to add csrf_token for enhanced security

swagger documentation web server for all of hEdge APIs

initialization and bootstrap service for many of the hEdge services

Device service to generate metric data based on configs to provide jump start in lieu of real data

hEdge prediction API service for regression

ml training service to train a regression model based on lightgbm

ml prediction for multi-variate timeseries data using deepvar neural algo

ml training python code for multivariate timeseries prediction

ml service that provides prediction APIs for classification of timeseries data

ml training python code to train classification model using randomforest algo

ml service providing anomaly prediction APIs based on autoencoder

hEdge Anomaly training service that uses autoencoder based ML model

base-image to build python based ml training and prediction services

proxy service that provides websocket based secure connection across OT and IT networks

transforms hEdge events to edgex notifications to help with meta-data sync of device data

device and profile meta data synchronization across core and node/edge using gossip protocol

remediation service that executes commands when triggered by message in command topic

exports the device metric data stream and predictions from mqtt to timeseries storage(VictoriaMat)