Balancing compute for robotic operations
The present disclosure relates to a multi-tiered computing environment for balancing compute resources in support of robot operations. In an example, a robot is tasked with performing an operation associated with an airplane having an airplane model. To do so, the robot may need another operation that is computationally complex to be performed. An on-premises server can execute a process that corresponds to this computationally-complex operation based on sensor data of the robot and can output the resulting data to the robot. Next, the robot can use the resulting data to execute another process corresponding to its operation and can indicate performance of this operation to the on-premises network. The on-premises network can send the indication about the operation performance to a top-tier server that is also associated with the airplane model.
1. A system comprising:
a robot located on a premises and configured to perform operations on an airplane;
a first server located on the premises and communicatively coupled with the robot; and
a second server located remotely from the premises and communicatively coupled with the first server,
wherein the robot is configured to:
generate, using one or more sensors, first data for an operation to be performed on at least a portion of the airplane;
send the first data to the first server;
receive, from the first server based on the first data, second data associated with the operation;
execute locally, based on the second data, a second process to perform the operation; and
send, to the first server, third data associated with performance of the operation;
wherein the first server is configured to:
receive the first data and the third data from the robot;
execute locally, based on the first data, a first process associated with the operation to generate the second data;
send the second data to the robot; and
send, to the second server, fourth data that corresponds to the third data and that is associated with the performance of the operation, and wherein the second server is configured to:
store the fourth data in association with a tail number of the airplane.
2. The system of claim 1 , wherein the fourth data includes sensor data generated by the one or more sensors of the robot.
3. The system of claim 1 , wherein the fourth data includes multi-dimensional data generated based on sensor data of the one or more sensors of the robot.
4. The system of claim 1 , wherein the fourth data includes image data generated based on sensor data of the one or more sensors of the robot.
5. The system of claim 1 , wherein the portion includes an airplane part of the airplane, and wherein the fourth data includes multi-dimensional data generated based on sensor data of the one or more sensors of the robot, the tail number of the airplane, and an identifier of the airplane part.
6. The system of claim 1 , wherein the portion includes an airplane part of the airplane, and wherein the fourth data includes information about the operation performed, the tail number of the airplane, and an identifier of the airplane part.
7. The system of claim 6 , wherein the information indicates a timing of when the operation was performed and the premises where the operation was performed.
8. The system of claim 7 , wherein the information further includes an identifier of the robot.
9. The system of claim 1 , wherein the first server is further configured to store at least one of status data indicating a status of the robot or capability data indicating a capability of the robot but not operational data indicating operations performed by the robot on one or more airplanes.
10. The system of claim 9 , wherein the second server is further configured to store the operational data.
11. A server located on a premises and comprising:
one or more processors; and
one or more memory storing instructions that, upon execution by the one or more processors, configure the server to:
receive, from a robot located on the premises, first data associated with an operation to be performed on at least a portion of an airplane, the first data generated by one or more sensors of the robot, the server associated with an airplane model, and the airplane being of the airplane model;
execute locally, based on the first data, a first process associated with the operation to generate second data;
send the second data to the robot, the second data causing the robot to execute locally a second process to perform the operation on at least the portion of the airplane;
receive, from the robot, third data indicating performance of the operation; and
send, to another server associated with the airplane model, fourth data that corresponds to the third data and that is associated with the performance of the operation.
12. The server of claim 11 , wherein the one or more memory store further instructions that, upon execution by the one or more processors, configure the server to:
receive, from a device, sensor data generated by the device based on a scan or non-destructive inspection (NDI) of at least the portion of the airplane; and
send, to the other server, at least one of an outcome of processing, by the server, of the sensor data or the sensor data such that the other server at least one of the outcome or the sensor data in association with a tail number of the airplane.
13. The server of claim 11 , wherein the one or more memory store further instructions that, upon execution by the one or more processors, configure the server to:
receive operational instructions associated with performing the operation, wherein the second data is generated based on the operational instructions.
14. The server of claim 11 , wherein the one or more memory store further instructions that, upon execution by the one or more processors, configure the server to:
receive, from the other server, information about at least the portion of the airplane the operation, wherein the second data is generated based on the information.
15. The server of claim 11 , wherein the one or more memory store further instructions that, upon execution by the one or more processors, configure the server to:
receive, from the other server after the fourth data is sent, information about at least the portion of the airplane;
generate, based at least in part on the information, sixth data associated with performing the operation or another operation on at least the portion of the airplane; and
send the sixth data to the robot.
16. A method implemented on a server that is located on a premises, the method comprising:
receiving, from a robot located on the premises, first data associated with an operation to be performed on at least a portion of an airplane, the first data generated by one or more sensors of the robot, the server associated with an airplane model, and the airplane being of the airplane model;
executing locally, based on the first data, a first process associated with the operation to generate second data;
sending the second data to the robot, the second data causing the robot to execute locally a second process to perform the operation on at least the portion of the airplane;
receiving, from the robot, third data indicating performance of the operation; and
sending, to another server associated with the airplane model, fourth data that corresponds to the third data and that is associated with the performance of the operation.
17. The method of claim 16 , wherein the first data includes sensor data generated by the one or more sensors, and wherein executing the first process comprises inputting the sensor data to an artificial intelligence model that is hosted on the server and that outputs the second data.
18. The method of claim 16 , further comprising:
receiving, from the robot, a request indicating the operation and a tail number of airplane.
19. The method of claim 16 , wherein the portion of the airplane includes an airplane part, and wherein the method further comprises:
receiving, from a device located at a jig, an indication of a loading of the airplane part to the jig;
receiving, from the robot, a request indicating the operation;
determining that the request was received after the indication is received; and
determining that the request is permitted based on the request being received after the indication is received.
20. The method of claim 16 , further comprising:
receiving, from the other server after the fourth data is sent, information about at least the portion of the airplane;
generating, based at least in part on the information, sixth data associated with performing the operation or another operation on at least the portion of the airplane; and
sending the sixth data to the robot.