Systems and methods for improving task offload scheduling in an edge-computing environment

A non-transitory computer-readable medium storing instructions for improving scheduling tasks within an edge-computing environment and that when executed by one or more processors cause the one or more processors to:

• upon establishing a communication connection with a vehicle by an edge device of the edge-computing environment, collect offloading information about the vehicle including task information describing at least a vehicle task that is to be offloaded to the edge device and context information about aspects relating to operation of the vehicle;
• trigger offloading of the vehicle task to the edge device in response to determining that at least the context information satisfies a scheduling threshold;
• and
• provide, by the edge device, a result of executing the vehicle task to the vehicle.

A method for improving scheduling tasks within an edge-computing environment, comprising:

• upon establishing a communication connection with a vehicle by an edge device of the edge-computing environment, collecting offloading information about the vehicle including task information describing at least a vehicle task that is to be offloaded to the edge device and context information about aspects relating to operation of the vehicle;
• triggering offloading of the vehicle task to the edge device in response to determining that at least the context information satisfies a scheduling threshold;
• and
• providing, by the edge device, a result of executing the vehicle task to the vehicle.