公开(公告)号：US11734012B2

公开(公告)日：2023-08-22

申请号：US17301377

申请日：2021-03-31

申请人： BMC Software, Inc.

发明人： Rakesh Tiwari ,  Dasari Subramanyeswara Rao ,  Jatinkumar Jayantkumar Parikh

IPC分类号： G06F9/38 ,  G06F16/17 ,  H04L9/32 ,  G06F9/30

CPC分类号： G06F9/3836 ,  G06F9/30145 ,  G06F16/1734 ,  H04L9/3247

摘要： According to one general aspect, a non-transitory computer readable medium includes instructions that, when executed by at least one processor, cause a computing device to read a string of a log file for an application, where the log file comprises multiple strings of log data, compare the string to signatures stored in a memory to find a matching signature, where each of the signatures is encoded with a signature identifier (ID), determine a deviation between the string and the matching signature, encode the string with the signature identifier (ID) of the matching signature and the deviation, and transfer the string to a destination computing device using the signature identifier (ID) of the matching signature, the deviation, and a timestamp of the string.

公开(公告)号：US20220318019A1

公开(公告)日：2022-10-06

申请号：US17301377

申请日：2021-03-31

申请人： BMC Software, Inc.

发明人： Rakesh Tiwari ,  Dasari Subramanyeswara Rao ,  Jatinkumar Jayantkumar Parikh

IPC分类号： G06F9/38 ,  G06F9/30 ,  H04L9/32 ,  G06F16/17

摘要： According to one general aspect, a non-transitory computer readable medium includes instructions that, when executed by at least one processor, cause a computing device to read a string of a log file for an application, where the log file comprises multiple strings of log data, compare the string to signatures stored in a memory to find a matching signature, where each of the signatures is encoded with a signature identifier (ID), determine a deviation between the string and the matching signature, encode the string with the signature identifier (ID) of the matching signature and the deviation, and transfer the string to a destination computing device using the signature identifier (ID) of the matching signature, the deviation, and a timestamp of the string.

公开(公告)号：US20240330143A1

公开(公告)日：2024-10-03

申请号：US18194190

申请日：2023-03-31

申请人： BMC Software, Inc.

发明人： Vikas Prasad ,  Rakesh Tiwari ,  Sameer Mardhekar ,  Ajoy Kumar

IPC分类号： G06F11/34

CPC分类号： G06F11/3476

摘要： A plurality of log records characterizing operations occurring within a technology landscape may be received. The plurality of log records may be clustered into at least a first cluster of log records and a second cluster of log records, using at least one similarity algorithm. A first dissimilar subset of log records within the first cluster of log records, and a second dissimilar subset of log records within the second cluster of log record may be identified, using the at least one similarity algorithm. At least one machine learning model may be trained to process new log records characterizing the operations occurring within the technology landscape, using the first dissimilar subset and the second dissimilar subset.