公开(公告)号：US20240012707A1

公开(公告)日：2024-01-11

申请号：US18472806

申请日：2023-09-22

Applicant: Juniper Networks, Inc.

Inventor： Jisheng Wang ,  Gaurav Sunil Nandode ,  Winson Benedict Fernandes

IPC: H04L41/0654 ,  H04L41/0604 ,  H04L41/16

CPC classification number: H04L41/0654 ,  H04L41/0604 ,  H04L41/16

Abstract: The disclosed embodiments provide for identification of a remedial action based on analysis of a system log file. In some example embodiments, messages from the system log file are used as input to generate vectors within a vector space. Portions of the log messages may generate vectors that cluster into a region in the vector space. The region of vector space is associated with one or more remedial actions. The disclosed embodiments are configured, in some example embodiments, to perform the one or more remedial actions when activity in the log file maps to the region of vector space associated with the one or more remedial actions. In some example embodiments, a remedial action can include submitting a problem report to a problem tracking database.

公开(公告)号：US20210089377A1

公开(公告)日：2021-03-25

申请号：US16583064

申请日：2019-09-25

Applicant: Juniper Networks, Inc.

Inventor： Jisheng Wang ,  Gaurav Sunil Nandode ,  Winson Benedict Fernandes

IPC: G06F11/07 ,  G06N20/00

Abstract: The disclosed embodiments provide for identification of a remedial action based on analysis of a system log file. In some example embodiments, messages from the system log file are used as input to generate vectors within a vector space. Portions of the log messages may generate vectors that cluster into a region in the vector space. The region of vector space is associated with one or more remedial actions. The disclosed embodiments are configured, in some example embodiments, to perform the one or more remedial actions when activity in the log file maps to the region of vector space associated with the one or more remedial actions. In some example embodiments, a remedial action can include submitting a problem report to a problem tracking database.

公开(公告)号：US11815987B2

公开(公告)日：2023-11-14

申请号：US17448108

申请日：2021-09-20

Applicant: Juniper Networks, Inc.

Inventor： Jisheng Wang ,  Gaurav Sunil Nandode ,  Winson Benedict Fernandes

IPC: G06F11/07 ,  G06N20/00

CPC classification number: G06F11/079 ,  G06F11/0709 ,  G06F11/0775 ,  G06F11/0778 ,  G06F11/0793 ,  G06N20/00

Abstract: The disclosed embodiments provide for identification of a remedial action based on analysis of a system log file. In some example embodiments, messages from the system log file are used as input to generate vectors within a vector space. Portions of the log messages may generate vectors that cluster into a region in the vector space. The region of vector space is associated with one or more remedial actions. The disclosed embodiments are configured, in some example embodiments, to perform the one or more remedial actions when activity in the log file maps to the region of vector space associated with the one or more remedial actions. In some example embodiments, a remedial action can include submitting a problem report to a problem tracking database.

公开(公告)号：US20220075679A1

公开(公告)日：2022-03-10

申请号：US17448108

申请日：2021-09-20

Applicant: Juniper Networks, Inc.

Inventor： Jisheng Wang ,  Gaurav Sunil Nandode ,  Winson Benedict Fernandes

IPC: G06F11/07 ,  G06N20/00

Abstract: The disclosed embodiments provide for identification of a remedial action based on analysis of a system log file. In some example embodiments, messages from the system log file are used as input to generate vectors within a vector space. Portions of the log messages may generate vectors that cluster into a region in the vector space. The region of vector space is associated with one or more remedial actions. The disclosed embodiments are configured, in some example embodiments, to perform the one or more remedial actions when activity in the log file maps to the region of vector space associated with the one or more remedial actions. In some example embodiments, a remedial action can include submitting a problem report to a problem tracking database.

公开(公告)号：US11138059B2

公开(公告)日：2021-10-05

申请号：US16583064

申请日：2019-09-25

Applicant: Juniper Networks, Inc.

Inventor： Jisheng Wang ,  Gaurav Sunil Nandode ,  Winson Benedict Fernandes

IPC: G06F11/07 ,  G06N20/00

Abstract: The disclosed embodiments provide for identification of a remedial action based on analysis of a system log file. In some example embodiments, messages from the system log file are used as input to generate vectors within a vector space. Portions of the log messages may generate vectors that cluster into a region in the vector space. The region of vector space is associated with one or more remedial actions. The disclosed embodiments are configured, in some example embodiments, to perform the one or more remedial actions when activity in the log file maps to the region of vector space associated with the one or more remedial actions. In some example embodiments, a remedial action can include submitting a problem report to a problem tracking database.