Methods and devices for managing communication of artificial intelligence data between devices

A method of managing communication of Artificial Intelligence (AI) data between devices in a computing environment, the method comprising:

• performing, by a receiver device:
• receiving one or more data chunks of an updated data frame for an AI application, comprising one or more data segments associated with one or more sets of changes in data values relative to a previously decoded data frame of the AI application, from one or more sender devices, wherein each of the one or more data segments are received as encoded data segments being encoded based on one of, a first codec technique and a second codec technique;
• and
• generating a decoded data chunk for each of the one or more data chunks by decoding each of the one or more data segments corresponding to the respective data chunks, based on one of, the first codec technique and the second codec technique.

A sender device configured to mange communication of Artificial Intelligence (AI) data between devices in a computing environment, comprising:

• at least one processor comprising processing circuitry;
• and
• a memory communicatively coupled to the at least one processor, wherein the memory stores processor instructions, wherein the at least one processor, individually and/or collectively, is configured to:
• detect one or more sets of changes in data values associated with a current data frame generated by the sender device for an AI application associated with the sender device, based on a comparison between the current data frame and a previously generated data frame;
• and
• perform:
• generating one or more data chunks of an updated data frame, comprising one or more data segments based on the one or more sets of changes, for the current data frame, wherein the one or more data chunks are generated based on one of, a first codec technique and a second codec technique;
• and
• transmitting the one or more data chunks generated for the updated data frame to one or more receiver devices when the respective data chunk satisfies a predefined chunk size.