Optimization of data queue priority for reducing network data load speeds

A method, comprising:

• receiving, at a computer system from a user device of a particular user, an indication of a data request for data from a server system;
• retrieving user profile data associated with the server system based on a user identifier for a particular user, wherein the user profile data comprises a history of server resource usage of a plurality of online systems;
• determining a historical usage profile of the particular user over a period of time based on the history of server resource usage of the plurality of online systems;
• determining a device prioritization level for the user device of the particular user based on the historical usage profile;
• determining a processing load of the server system based on one or more processing resources for the server system, wherein the one or more processing resources are associated with servicing the data request;
• determining a data queue of a plurality of data queues that are available for processing the data request from the user device, wherein the determining the data queue is based on the device prioritization level for the user device and the processing load, wherein the data queue is configured to queue requests for a plurality of user devices;
• determining a position of the user device within the data queue;
• and
• providing, by the computer system, a response to the data request to the user device based on the device prioritization level, the processing load, and the position.

A non-transitory computer-readable medium having stored thereon instructions that are executable by a computer system to cause the computer system to perform operations comprising:

• receiving, from a user device of a particular user, an indication of a data request for data from a server system;
• retrieving user profile data associated with the server system based on a user identifier for a particular user, wherein the user profile data comprises a history of server resource usage of a plurality of online systems;
• determining a historical usage profile of the particular user over a period of time based on the history of server resource usage of the plurality of online systems;
• determining a device prioritization level for the user device of the particular user based on the historical usage profile;
• determining a processing load of the server system based on one or more processing resources for the server system, wherein the one or more processing resources are associated with servicing the data request;
• determining a data queue of a plurality of data queues that are available for processing the data request from the user device, wherein the determining the data queue is based on the device prioritization level for the user device and the processing load, wherein the data queue is configured to queue requests for a plurality of user devices;
• and
• providing a response to the data request to the user device based on the device prioritization level and the processing load.