Quantum satellite-based global networks

A method, comprising:

• receiving, by a system comprising a processor from a quantum sensor device via a photonic communication channel, a data stream comprising qubits;
• providing, by the system to a quantum machine learning model, quantum input data based on the qubits;
• and
• facilitating, by the system, an adjustment of a property of a communication network based on an output of the quantum machine learning model, produced in response to the providing of the quantum input data, resulting in an increase in a performance metric associated with a mobile application enabled via the communication network.

A non-transitory machine-readable medium, comprising executable instructions that, when executed by a processor, facilitate performance of operations, comprising:

• receiving, from a quantum sensor via a quantum communication channel, quantum sensor measurement data;
• deriving model input data from the quantum sensor measurement data;
• providing the model input data to a quantum machine learning model;
• and
• modifying a property of a communication network based on an output of the quantum machine learning model, produced in response to the model input data, wherein the modifying of the property of the communication network results in increased performance of a mobile application utilizing resources associated with the communication network.