Systems and methods for autonomous hardware compute resiliency

A method for controlling a system that includes a data collection system,

• at least one sensor, and a hardware compute fabric, the method
• comprising:
• the data collection system generating data;
• a first processing component of the compute fabric performing a first sub-process of a data analysis process for the generated data and storing results of the first sub-process at the compute fabric;
• a third processing component programming a second processing component of the compute fabric to perform the first sub-process and disabling the first sub-process at the first processing component, based on at least one of environment information generated by using the at least one sensor, power consumption information generated by the compute fabric, processing performance information for the data analysis process generated by the compute fabric, and fault detection information for the data analysis process generated by the compute fabric;
• the second processing component performing the first sub-process for the generated data and storing results of the first sub-process generated by the second processing component at the compute fabric;
• the compute fabric generating data analytics results by using the stored results of the first sub-process generated by the first processing component and the stored results of the first sub-process generated by the second processing component;
• and
• a data transmitter system of the compute fabric transmitting the generated data analytics results to at least one of a terrestrial terminal system and an external second compute fabric.