Adaptive Timing Prediction For Updating Information

A computing system, comprising:

• one or more processors;
• and
• a computer-readable storage medium having computer-executable instructions that are executable by the one or more processors to perform operations including:
• receiving element data describing use of an application element of a user application, the application element configured to receive polled information at a variable rate;
• identifying a pattern in the element data that is relevant to an objective of the user application;
• reducing a polling frequency at which the polled information is communicated to the application element based on the element data and the pattern;
• and
• communicating the polled information to the application element at the reduced polling frequency.

A non-transitory computer-readable storage medium having computer-executable instructions that are executable by a computing device to perform operations comprising:

• receiving element data describing use of an application element of a user application and feature data describing features of an item of the application element, the application element configured to receive polled information at a variable rate;
• determining one or more associations between the feature data and the element data;
• reducing a polling frequency at which the polled information is communicated to the application element based on the element data and the one or more associations;
• and
• communicating the polled information to the application element at the reduced polling frequency.