AUTONOMOUS VEHICLE ADVANCED SENSING AND RESPONSE

AUTONOMOUS VEHICLE ADVANCED SENSING AND RESPONSE

One embodiment provides for a method of performing machine learning operations for an autonomous vehicle, with determining that a computational workload is to be processed by a computing device of the autonomous vehicle, determining a first latency to a remote datacenter via an autonomous vehicle ne...

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Hauptverfasser: STRICKLAND, Michael S, TUREK, Javier S, OULD-AHMED-VALL, Elmoustapha, LEWIS, Brian T, KUPER, Lindsey, JIN, Jingyi, MA, Liwei, SURTI, Prasoonkumar, FAROOQUI, Naila, RAY, Joydeep, HURD, Linda L, SAKTHIVEL, Chandrasekaran, KOKER, Altug, GOTTSCHLICH, Justin E, APPU, Abhishek R, LAKSHMANAN, Barath, VEMBU, Balaji, ASHBAUGH, Ben J
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
ELECTRIC COMMUNICATION TECHNIQUE
ELECTRICITY
TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION
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Zusammenfassung:One embodiment provides for a method of performing machine learning operations for an autonomous vehicle, with determining that a computational workload is to be processed by a computing device of the autonomous vehicle, determining a first latency to a remote datacenter via an autonomous vehicle network, dispatching at least a first portion of the computational workload for processing via the remote datacenter when the first latency is below a threshold associated with the computational workload, determining a second latency to an autonomous vehicle within range of wireless network device in response to a determination that the first latency is above the threshold associated with the computational workload, and dispatching at least a second portion of the computational workload in response determining that the second latency is below the threshold associated with the computational workload.