US 12,072,781 B2
Methods and apparatus for continuous monitoring of telemetry in the field
Joseph Tarango, Longmont, CO (US); Tyler Woods, Riverside, CA (US); and Daniel Garces, Boca Raton, FL (US)
Assigned to Intel Corporation, Santa Clara, CA (US)
Filed by Intel Corporation, Santa Clara, CA (US)
Filed on Dec. 23, 2020, as Appl. No. 17/133,483.
Prior Publication US 2021/0191726 A1, Jun. 24, 2021
Int. Cl. G06F 11/00 (2006.01); G06F 9/4401 (2018.01); G06F 9/445 (2018.01); G06F 11/07 (2006.01); G06F 11/30 (2006.01); G06F 18/214 (2023.01)
CPC G06F 11/3006 (2013.01) [G06F 9/4411 (2013.01); G06F 9/4451 (2013.01); G06F 11/0793 (2013.01); G06F 18/214 (2023.01)] 20 Claims
OG exemplary drawing
 
1. An apparatus for monitoring telemetry in a computing environment, the apparatus comprising:
a fault predictor to predict an outcome of an execution path based on a recurrent neural network performing a fractal similarity search query based on collected telemetry data;
a resolution handler to:
determine a resolution strategy for the execution path; and
apply the resolution strategy; and
an impact trainer to:
determine whether the predicted outcome of the execution path has changed; and
store impact data of the applied resolution strategy.