公开(公告)号：US20230030988A1

公开(公告)日：2023-02-02

申请号：US17961569

申请日：2022-10-07

申请人： Moogsoft, Inc.

发明人： Philip Tee ,  Robert Duncan Harper

IPC分类号： G06F21/55

摘要： A system for managing an infrastructure includes extraction engine is in communication with a managed infrastructure that includes physical hardware. A signalizer engine includes one or more of an NMF engine (Non-negative matrix factorization), a k-means clustering engine (a method of vector quantization), and a topology proximity engine. The signalizer engine determines one or more common characteristics of events and produces clusters of events relating to the failure or errors in the infrastructure. The signalizer engine uses graph coordinates and optionally a subset of attributes assigned to each event to generate one or more clusters to bring together events whose characteristics are similar. One or more interactive displays provide a collaborative interface coupled to the extraction and the signalizer engine with a collaborative interface (UI) for decomposing events from the infrastructure. The events are converted into words and subsets to group the events into clusters that relate to security of the managed infrastructure. In response to grouping the events physical changes are made to at least a portion of the physical hardware. In response to production of the clusters security of the managed infrastructure is maintained.

公开(公告)号：US11170061B2

公开(公告)日：2021-11-09

申请号：US15854001

申请日：2017-12-26

申请人： Moogsoft Inc.

发明人： Philip Tee

IPC分类号： G06F16/9535 ,  H04L12/24 ,  G06Q10/10 ,  H04L12/58 ,  G06F17/10 ,  G06F16/35

摘要： A system is provided for clustering events. A first engine is configured to receive message data from managed infrastructure that includes managed infrastructure physical hardware that supports the flow and processing of information. A second engine determines common characteristics of events and produces dusters of events relating to the failure of errors in the managed infrastructure. Membership in a cluster indicates a common factor of the events that is a failure or an actionable problem in the physical hardware managed infrastructure directed to supporting the flow and processing of information. One or more situations is created that is a collection of one or more events or alerts representative of the actionable problem in the managed infrastructure. In response to the production of the clusters one or more physical changes is made to at least a portion of the managed infrastructure hardware.

公开(公告)号：US20210258225A1

公开(公告)日：2021-08-19

申请号：US17133914

申请日：2020-12-24

申请人： Moogsoft, Inc.

发明人： Robert Duncan Harper

IPC分类号： H04L12/24 ,  G06K9/62 ,  G06F17/16

摘要： A managed infrastructure is provided. Systems, and associated methods, use frequency-based sorting logic relative to feature spare NLP datasets.

公开(公告)号：US11003521B2

公开(公告)日：2021-05-11

申请号：US16231957

申请日：2018-12-25

申请人： Moogsoft, Inc.

发明人： Philip Tee ,  Robert Duncan Harper

IPC分类号： G06F11/07 ,  G06F16/28 ,  G06F9/54 ,  G06F40/30 ,  G06F40/284

摘要： A system is provided for decomposing events from managed infrastructures. A first engine is configured to receive message data from a managed infrastructure that includes managed infrastructure physical hardware that supports the flow and processing of information, The at least one engine is configured to determine common characteristics of events and produce clusters of events relating to the failure of errors in the managed infrastructure. Membership in a cluster indicates a common factor of the events that is a failure or an actionable problem in a physical hardware of the managed infrastructure directed to supporting the flow and processing of information. The first engine is configured to create one or more situations that is a collection of one or more events or alerts representative of the actionable problem in the managed infrastructure. A second engine is configured to determine one or more common steps from events and produces clusters relating to events. The second engine determines one or more common characteristics of events and produces clusters of events relating to the failure or errors in the managed infrastructure. The system is configured to use natural language processing techniques to analyze threshold entries in a situation room to identify resolutions to problems.

公开(公告)号：US10686648B2

公开(公告)日：2020-06-16

申请号：US16236551

申请日：2018-12-30

申请人： Moogsoft Inc.

发明人： Philip Tee

IPC分类号： G06F3/048 ,  H04L12/24 ,  G06F16/951 ,  H04L29/08 ,  H04L29/06 ,  H04L12/26

摘要： An event clustering system includes a processor that generates reports. An extraction engine is in communication with an infrastructure. The extraction engine receives data from the infrastructure, produces events and populates a database with a dictionary of event or graph entropy. An alert engine receives the events and creates alerts mapped into a matrix, M. A signalizer engine includes one or more of an NMF engine, a k-means clustering engine and a topology proximity engine. The signalizer engine determines one or more common steps from events and produces clusters relating to the alerts and or events. One or more interactive displays provide a collaborative interface a coupled to the extraction and the signalizer engine for decomposing events from the infrastructure. A reporting engine generates a report from at least one of the clusters and the events that are retrieved from the collaborative interface with a source address for each event to assign a graph coordinate in the graph to the event with an optional subset of attributes being extracted for each event and turning that into a vector of the graph. In response to production of the clusters one or more physical changes in a managed infrastructure hardware is made, and in response.

公开(公告)号：US10346229B2

公开(公告)日：2019-07-09

申请号：US15493439

申请日：2017-04-21

申请人： Moogsoft, Inc.

发明人： Philip Tee ,  Robert Duncan Harper ,  Charles Mike Silvey

IPC分类号： G06F11/00 ,  G06F11/07 ,  H04L12/24 ,  H04L29/08 ,  G06F17/30 ,  G06F11/30 ,  H04L12/58 ,  H04L29/14 ,  G06F16/28 ,  G06F16/901 ,  H04L12/26

摘要： A system is provided for clustering events. A first engine receives message data from a managed infrastructure that includes managed infrastructure physical hardware which supports the flow and processing of information. A second engine determines common characteristics of events and produces clusters of events relating to the failure of errors in the managed infrastructure. Membership in a cluster indicates a common factor of the events that is a failure or an actionable problem in the physical hardware managed infrastructure directed to supporting the flow and processing of information. Events are produced that relate to the managed infrastructure while converting the events into words and subsets used to group the events that relate to failures or errors in the managed infrastructure, including the managed infrastructure physical hardware. A situation room is provided with a collaborative interface (UI) for decomposing events from managed infrastructures. The (UI) is available by one or more designated individuals relative to one or more failures or errors in a managed infrastructure.

公开(公告)号：US10013476B2

公开(公告)日：2018-07-03

申请号：US14325521

申请日：2014-07-08

申请人： Moogsoft, Inc.

发明人： Philip Tee

IPC分类号： G06F3/048 ,  G06F17/30 ,  H04L12/58 ,  H04L12/24 ,  H04L12/18 ,  G06Q10/10

CPC分类号： G06F16/285 ,  G06F16/35 ,  G06Q10/107 ,  H04L12/1895 ,  H04L41/065 ,  H04L41/12 ,  H04L41/22 ,  H04L51/16 ,  H04L51/22 ,  H04L51/24

摘要： An event clustering system is configured to generate reports. An extraction engine is in communication with an infrastructure. The extraction engine in operation receives data from the infrastructure and produces events. An alert engine receives the events and creates alerts mapped into a matrix, M. A sigalizer engine includes one or more of an NMF engine, a k-means clustering engine and a topology proximity engine. The sigalizer engine determines one or more common steps from events and produces clusters relating to the alerts and or events. A reporting engine is configured to be coupled to the event clustering system.

公开(公告)号：US11329860B2

公开(公告)日：2022-05-10

申请号：US17204926

申请日：2021-03-17

申请人： Moogsoft Inc.

发明人： Philip Tee ,  Amir Borna

IPC分类号： H04L12/24 ,  H04L12/26 ,  H04L29/06 ,  H04L41/046 ,  G06F16/951 ,  H04L41/14 ,  H04L41/12 ,  H04L41/142 ,  H04L41/22 ,  H04L43/0823 ,  H04L43/10 ,  H04L67/01 ,  H04L41/08 ,  H04L41/0893 ,  H04L43/067 ,  H04L67/00

摘要： A system provides for management of a managed infrastructure. A processor is coupled to various engines. An extraction engine is in communication with the managed infrastructure. The extraction engine in operation receives messages from the managed infrastructure, produces events that relate to the managed infrastructure and converts the events into words and subsets used to group the events into clusters that relate to failures or errors in the managed infrastructure, including managed infrastructure physical hardware. The managed infrastructure supports the flow and processing of information. A sigalizer engine includes one or more of an NMF engine, a k-means clustering engine and a topology proximity engine. The sigalizer engine determines one or more common steps from events and produces clusters relating to events; the sigalizer engine determining one or more common characteristics of events and producing clusters of events relating to the failure or errors in the managed infrastructure, where membership in a cluster indicates a common factor of the events that is a failure or an actionable problem in the physical hardware managed infrastructure directed to supporting the flow and processing of information.

公开(公告)号：US11080116B2

公开(公告)日：2021-08-03

申请号：US16232110

申请日：2018-12-26

申请人： Moogsoft, Inc.

发明人： Philip Tee ,  Robert Duncan Harper ,  Charles Mike Silvey

IPC分类号： H04L12/24 ,  G06F3/0481 ,  G06F11/07 ,  H04L12/58 ,  G06F16/35 ,  G06F21/57 ,  G06F21/55 ,  G06Q10/10 ,  G06F11/30 ,  G06Q10/00 ,  H04L12/26

摘要： A method is provided for communication with a managed infrastructure. Messages are received at an extraction engine from managed infrastructure that includes managed infrastructure physical hardware that supports the flow and processing of information. Events are produced that relate to the managed infrastructure. The events are converted into words and subsets used to group the events that relate to failures or errors in the managed infrastructure, including the managed infrastructure physical hardware. One or more common characteristics of events are determined. Clusters of events are produced relating to the failure or errors in the managed infrastructure. A source address is used for each event and a graph topology of the managed infrastructure to assign a graph coordinate to the event. Membership in a cluster indicates a common factor of the events that is a failure or an actionable problem in the physical hardware managed infrastructure directed to supporting the flow and processing of information. In response to production of the clusters one or more physical changes is made in a managed infrastructure hardware and security of the managed infrastructure is maintained.

公开(公告)号：US10574551B2

公开(公告)日：2020-02-25

申请号：US15382884

申请日：2016-12-19

申请人： Moogsoft, Inc.

发明人： Philip Tee ,  Robert Duncan Harper ,  Charles Mike Silvey

IPC分类号： G06F11/00 ,  H04L12/26 ,  H04L29/08 ,  H04L12/24 ,  G06F16/338 ,  H04L12/58 ,  G06F11/07 ,  G06F16/35 ,  G06F11/30

摘要： A system is provided for clustering events. A first engine is configured to receive message data from managed infrastructure that includes managed infrastructure physical hardware that supports the flow and processing of information. A second engine determines common characteristics of events and produces clusters of events relating to a failure of errors in the managed infrastructure. Membership in a cluster indicates a common factor of the events that is a failure or an actionable problem in the physical hardware managed infrastructure directed to supporting the flow and processing of information. One or more situations are created that is a collection of one or more events or alerts representative of the actionable problem in the managed infrastructure. In response to the production of the clusters one or more physical changes in the managed infrastructure hardware.