公开(公告)号：US20240311221A1

公开(公告)日：2024-09-19

申请号：US18120773

申请日：2023-03-13

Applicant: Adobe Inc.

Inventor： Jaeho Bang ,  Sungchul Kim ,  Ryan A. Rossi ,  Tong Yu ,  Handong Zhao

IPC: G06F11/07 ,  G06N20/00

CPC classification number: G06F11/0769 ,  G06F11/0778 ,  G06N20/00

Abstract: In implementations of systems for detection and interpretation of log anomalies, a computing device implements an anomaly system to receive input data describing a two-dimensional representation of log templates and timestamps. The anomaly system processes the input data using a machine learning model trained on training data to detect anomalies in two-dimensional representations of log templates and timestamps. A log anomaly is detected in the two-dimensional representation using the machine learning model based on processing the input data. The anomaly system generates an indication of an interpretation of the log anomaly for display in a user interface based on a log template included in the two-dimensional representation.