Patent ID: 11924290
Assignee: DELL PRODUCTS L.P.
Field: Computer technology (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 14:
15. An automatic adjustment system based on a sensor fusion prediction, comprising:
a network adapter receiving data for a plurality of influencing attributes including a digital chronometer for providing hour/day measurements, a GPS sensor providing location measurements, an accelerometer providing measurements of a current positional configuration of the information handling system such as clamshell mode, tablet mode, or tent mode, and an antenna front end sensor providing communication link quality measurements for operation of a remote information handling system, wherein a subset of the influencing attributes influences a first information handling system characteristic of a plurality of information handling system characteristics relating to hardware components or software systems for the remote information handling system, wherein the plurality of information handling system characteristics includes a user behavior characteristic describing a value for location and time of usage of an information handling system and tasks performed by the information handling system corresponding to those places and times, a performance mapping characteristic describing a value for a value for hardware component prioritization among hardware processor, memory, and network interface adapter corresponding to detected tasks performed by the information handling system, a power status characteristic describing a value for power consumption levels by hardware components of the information handling system during performance of tasks, and a security profile characteristic describing a value for security required to access and use the information handling system;
a hardware processor executing code instructions of a stochastic prediction machine learning algorithm to the received subset of influencing attribute values to predict a future value of a state for the first information handling system characteristic for a first hardware component or a first software system of the remote information handling system influenced by the subset of received influencing attribute values at a future instance in time;
the hardware processor executing code instructions to generate an instruction for a first adjustment to operation of the first information handling system characteristic for the first hardware component or first software system of the remote information handling system if the predicted future value of the state of the first information handling system characteristic falls outside current policy-defined operating bounds indicating aberrant operation; and
the network adapter transmitting to the remote information handling system the instruction to automatically perform the first adjustment to the operation of the first information handling system characteristic for the first hardware component or first software system at the remote information handling system prior to occurrence of the future instance in time to avoid reaching the aberrant operation.