Managing policy generation for data processing systems based on inference model predictions

A non-transitory machine-readable medium having instructions stored therein, which when executed by a processor, cause the processor to perform operations for managing at least one inference model, the operations comprising:

• obtaining input data, the input data being usable as ingest for the at least one inference model to generate a plurality of predictions, and each of the plurality of predictions indicating whether a state will occur in a future;
• performing, based on a set of existing policies that define how one or more data processing systems are to operate, a state analysis process to determine whether the input data and/or the plurality of predictions indicate that a new policy is to be generated for the state;
• in an instance of the state analysis process in which the input data and/or the plurality of predictions indicate that the new policy is to be generated for the state:
• initiating generation of the new policy for the state;
• performing, based on the new policy, an action set to update operation of the one or more data processing systems that are likely to be impacted by the state;
• and
• providing computer-implemented services based on the updated operation of the one or more data processing systems.

A data processing system, comprising:

• a processor;
• and
• a memory coupled to the processor to store instructions, which when executed by the processor, cause the processor to perform operations for managing at least one inference model, the operations comprising:
• obtaining input data, the input data being usable as ingest for the at least one inference model to generate a plurality of predictions, and each of the plurality of predictions indicating whether a state will occur in a future;
• performing, based on a set of existing policies that define how one or more data processing systems are to operate, a state analysis process to determine whether the input data and/or the plurality of predictions indicate that a new policy is to be generated for the state;
• in an instance of the state analysis process in which the input data and/or the plurality of predictions indicate that the new policy is to be generated for the state:
• initiating generation of the new policy for the state;
• performing, based on the new policy, an action set to update operation of the one or more data processing systems that are likely to be impacted by the state;
• and
• providing computer-implemented services based on the updated operation of the one or more data processing systems.