公开(公告)号：GB2612749B

公开(公告)日：2025-04-23

申请号：GB202302662

申请日：2021-07-16

Applicant: IBM

Inventor： AMITKUMAR MANOHARRAO PARADKAR ,  POOJA AGGARWAL ,  ATRI MANDAL ,  AJAY GUPTA

IPC: G06F11/30

Abstract: Methods, systems, and computer program products for fault localization for cloud-native applications are provided herein. A computer-implemented method includes classifying an event-related alert directed to at least one system by processing one or more characteristics of the event-related alert; obtaining and processing multiple application logs based at least in part on the classification of the event-related alert; identifying error logs among the multiple application logs based at least in part on the processing of the multiple application logs; ordering the error logs using one or more prioritization techniques; and performing at least one automated action based at least in part on the ordering of the error logs.

公开(公告)号：GB2603574A

公开(公告)日：2022-08-10

申请号：GB202113985

申请日：2021-09-30

Applicant: IBM

Inventor： BORIS SOBOLEV ,  LARISA SHWARTZ ,  AJAY GUPTA ,  QING WANG

IPC: G06F11/26 ,  G06N3/04 ,  G06N3/08 ,  G06N7/00

Abstract: Systems, computer-implemented methods, and computer program products that facilitate synthetic system fault generation are provided. According to an embodiment, a system comprises a processor that executes the following computer-executable components stored in a non-transitory computer readable medium: a generator component that employs a trained artificial intelligence (AI) model to generate a synthetic system fault, represented as a combination of discrete parameters and continuous parameters that define a system state; and a fault assembler component that analyses the synthetic system fault and generates textual content corresponding to the synthetic system fault.