Models

You can use machine learning models in Arundo Edge after you deploy them from Arundo Fabric. This lets you stream data through the models to generate output for analysis.

Example

In the example below, the Pump_Efficiency model calculates one output (Pump_Efficiency) using four inputs (Differential_Pressure, Pool_Temperature, Flow_Rate, and Motor_Power).

Item list


Viewing Model Output

Complete the following to view the calculated outputs for deployed models.

Prerequisites

Install the latest version of Docker Desktop/CE (Windows / macOS / Linux)

Start Docker and keep it running

Deploy models to Arundo Edge

Instructions

  1. Select Viewer on the sidebar.
  2. Open the Graphs tab.
  3. Move down to the Models section. Graphs showing the output for deployed models now display.

    Model output


Managing Models

Complete the following to manage deployed models.

Editing a Model
  1. Select Compute Chain on the sidebar.
  2. Locate the model in the list.
  3. Click Edit next to the model.
  4. Make changes as necessary.
  5. Click Update.
Deleting a Model
  1. Select Compute Chain on the sidebar.
  2. Locate the model in the list.
  3. Click Remove next to the model.
  4. Click Yes to confirm.