Predict Limitations¶

This section describes the default limits and rules of the Insights Hub Predict:

Default¶

AWS Public Cloud¶

• Predict assets are now the new commercial upgrade element, replacing the legacy upgrades for Predictions and Anomaly Detections.
• Default quotas are aligned with the subscribed IIoT Data Package (XS=2, S=4, M=6, L=8, XL=10), with provisions for on-demand expansion.
• Existing Predict assets can still be used, even if exceeding the new quota. However, adding new assets when over quota requires purchasing more or deleting existing ones.
• Customers have the options to purchase additional 1, 25, and 100 assets via new upgrade offerings.

Private Cloud¶

• Limited default quota for customers of the Standard or Advanced Capability Package: 100 predict assets are available for each capability package.

Rules¶

• A maximum 1 million data points (number of rows x number of variables) are allowed per dataset.
• No special characters are allowed in the dataset "name" and "description".
• While training system-driven anomaly models, at least one anomalous data point is required to ensure a balanced model.
• Each asset supports up to 20 datasets and experiments, 10 production models (live asset tracking), and 20,000 inferences.