公开(公告)号：EP4435603A2

公开(公告)日：2024-09-25

申请号：EP24163248.8

申请日：2024-03-13

申请人： Samsung Electronics Co., Ltd. ,  Korea University Research and Business Foundation

发明人： Song, Uiseok ,  Kim, Seoung Bum ,  Kim, Jaehoon ,  Kim, Jungin ,  Bang, Byungwoo ,  Lee, Jungmin ,  Lee, Junyeon ,  Lee, Jiyoon ,  Jeong, Jaeyoon

IPC分类号： G06F11/00 ,  G06F11/07 ,  G06F11/34 ,  G06N3/08 ,  G06F40/10

CPC分类号： G06F11/3476 ,  G06F11/0751 ,  G06F11/008 ,  G06N3/08 ,  G06F40/10

摘要： 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.