Dynamic Orchestration And Real-Time Communication Infrastructure For Distributed Artificial Intelligence Networks

A method for dynamic orchestration of distributed artificial intelligence in a network comprising a user device, an edge server, and a cloud server, the method comprising:

• receiving, at the edge server, a task request from the user device, the task request comprising an encoded representation of input data, the input data comprising at least one of audio, video, image, or text;
• identifying, by the edge server, a requested operation based on the task request;
• obtaining, by the edge server, dynamic environmental information of the network relating to the edge server and the cloud server;
• determining, by the edge server, based on the requested operation and the dynamic environmental information of the network, a distributed allocation of the requested operation between the edge server and the cloud server;
• and
• orchestrating, by the edge server, the requested operation according to the distributed allocation, wherein at least one artificial intelligence model on at least one of the user device, the edge server or the cloud server is selected to execute the requested operation.