METHOD AND DEVICE FOR PREDICTING ERRORS IN A COMPUTING SYSTEM
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United States of America Patent
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Issued Date -
Sep 26, 2024
app pub date -
Nov 30, 2023
filing date -
Mar 23, 2023
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Abstract
A method and device for predicting errors in a computing system are disclosed. The error prediction method includes: receiving log data generated by the computing system during operation of the computing system; tokenizing the log data into tokens; inputting the tokens to a discriminator model which generates scores of the respective tokens, each score corresponding to a probability that the corresponding token is an anomaly token; determining an anomaly score based on the scores; and determining a likelihood of future occurrence of an error in the computing system based on the anomaly score.
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