Systems and methods for dynamic management of stored cache data based on predictive usage information

A computer program product for dynamic management of stored cache data based on predictive usage information, wherein the computer program product is structured for proactive alleviation of obsolete data, dynamic pre-population and fetching of cached data based on determining actions preceding initiation of activities, for preventing data redundancy based errors, and reducing memory and processing burdens on data caching servers and reducing turnaround time for activity execution, the computer program product comprising a non-transitory computer-readable storage medium having computer-executable instructions to:

• detect, via a proactive processor application, a first access event via a first network device associated with a first communication channel at a first time interval, such that the first access event is detected prior to initiation of a first technology activity event by a first user;
• determine a proactive technology activity event associated with the first user that is (i) compatible with the first network device associated with the first communication channel and (ii) matches the first access event;
• determine a first adapted hierarchical cache data object of a plurality of adapted hierarchical cache data objects associated with the first user that is compatible with the proactive technology activity event;
• trigger one or more data presence checks associated with the first adapted hierarchical cache data object at one or more technology network layers;
• in response to a successful data presence check, selectively retrieve truncated cache data that matches the proactive technology activity event;
• populate the first adapted hierarchical cache data object for use at a technology application associated with the first network device prior to the initiation of the first technology activity event by the first user;
• detect initiation of the first technology activity event by the first user at a second time interval via the first network device associated with the first communication channel;
• and
• in response to determining that the first technology activity event matches the proactive technology activity event, initiate the first technology activity event using the first adapted hierarchical cache data object.

A method dynamic management of stored cache data based on predictive usage information, wherein the method is structured for proactive alleviation of obsolete data, dynamic pre-population and fetching of cached data based on determining actions preceding initiation of activities, for preventing data redundancy based errors, and reducing memory and processing burdens on data caching servers and reducing turnaround time for activity execution, the method comprising:

• detecting, via a proactive processor application, a first access event via a first network device associated with a first communication channel at a first time interval, such that the first access event is detected prior to initiation of a first technology activity event by a first user;
• determining a proactive technology activity event associated with the first user that is (i) compatible with the first network device associated with the first communication channel and (ii) matches the first access event;
• determining a first adapted hierarchical cache data object of a plurality of adapted hierarchical cache data objects associated with the first user that is compatible with the proactive technology activity event;
• triggering one or more data presence checks associated with the first adapted hierarchical cache data object at one or more technology network layers;
• in response to a successful data presence check, selectively retrieving truncated cache data that matches the proactive technology activity event;
• populating the first adapted hierarchical cache data object for use at a technology application associated with the first network device prior to the initiation of the first technology activity event by the first user;
• detecting initiation of the first technology activity event by the first user at a second time interval via the first network device associated with the first communication channel;
• and
• in response to determining that the first technology activity event matches the proactive technology activity event, initiating the first technology activity event using the first adapted hierarchical cache data object.