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公开(公告)号：US11455560B2
公开(公告)日：2022-09-27
申请号：US16421264
申请日：2019-05-23
发明人： Ezra Spiro , Andre Frederico Cavalheiro Menck , Anshuman Prasad , Arthur Thouzeau , Caroline Henry , Charles Shepherd , Joanna Peller , Jennifer Yip , Marco Diciolla , Matthew Todd , Peter Maag , Spencer Tank , Thomas Powell
摘要： Systems, methods, non-transitory computer readable media can be configured to access a plurality of sensor logs corresponding to a first machine, each sensor log spanning at least a first period; access first computer readable logs corresponding to the first machine, each computer readable log spanning at least the first period, the computer readable logs comprising a maintenance log comprising a plurality of maintenance task objects, each maintenance task object comprising a time and a maintenance task type; determine a set of statistical metrics derived from the sensor logs; determine a set of log metrics derived from the computer readable logs; and determine, using a risk model that receives the statistical metrics and log metrics as inputs, fault probabilities or risk scores indicative of one or more fault types occurring in the first machine within a second period.
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公开(公告)号：US10663961B2
公开(公告)日：2020-05-26
申请号：US15839743
申请日：2017-12-12
发明人： Ezra Spiro , Andre Frederico Cavalheiro Menck , Anshuman Prasad , Arthur Thouzeau , Caroline Henry , Charles Shepherd , Jennifer Yip , Joanna Peller , Marco Diciolla , Matthew Todd , Peter Maag , Spencer Tank , Thomas Powell
摘要： Systems, methods, non-transitory computer readable media can be configured to accessing a target sensor log corresponding to a first machine; accessing one or more prior sensor logs corresponding to the first machine and one or more prior sensor logs corresponding to a plurality of second machines which are of the same type as the first machine; accessing a plurality of computer readable logs corresponding to the first machine and the second machines, the computer readable logs for each second machine comprising a maintenance log comprising a plurality of maintenance task objects, each maintenance task object comprising a time and a maintenance task type; determining a set of statistical metrics characterising a difference between the target sensor log and each prior sensor log; selecting a sub-set of the prior sensor logs in dependence upon the statistical metrics; analysing the maintenance logs to correlate each prior sensor log included in the subset to one or more correlated maintenance tasks; selecting a priority maintenance task based on the sub-set of prior sensor logs, t and the correlated maintenance tasks; and outputting the priority maintenance task.
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公开(公告)号：US11706090B2
公开(公告)日：2023-07-18
申请号：US17455127
申请日：2021-11-16
发明人： Arjun Mathur , Andrew Ash , Anuraag Bahl , Andy Chen , Aydin Keskin , Christopher Rogers , Anshuman Prasad , Ankit Shankar , Casey Patton , Christopher Wynnyk , Joanna Peller , Jonathan Victor , Mackenzie Bohannon , Mitchell Skiles , Nikhil Taneja , Ryan Norris , Scott Adams , Samuel Sinensky , Sri Krishna Vempati , Thomas Mathew , Vinoo Ganesh , Rahij Ramsharan
IPC分类号： H04L41/08 , H04L41/5074 , H04L41/5022 , H04L41/0604 , H04L41/5067 , G06F18/243
CPC分类号： H04L41/0876 , G06F18/24323 , H04L41/0609 , H04L41/5022 , H04L41/5067 , H04L41/5074
摘要： A system for troubleshooting network problems is disclosed. A model can use demographic information, network usage information, and network membership information to determine an importance of a problem. The importance of the problem for the user who reported the problem, a number of other users affected by the problem, and the importance of the problem to the other users can be used to determine a priority for resolving the problem. Before and after a work order is executed to resolve the problem, network metrics can be gathered, including aggregate network metrics, and automatically presented in various user interfaces. The analysis of the metrics can be used to update a database of which work orders are assigned in response to which problems.
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公开(公告)号：US10721142B1
公开(公告)日：2020-07-21
申请号：US15916073
申请日：2018-03-08
发明人： Arjun Mathur , Andrew Ash , Anuraag Bahl , Andy Chen , Aydin Keskin , Christopher Rogers , Anshuman Prasad , Ankit Shankar , Casey Patton , Christopher Wynnyk , Joanna Peller , Jonathan Victor , Mackenzie Bohannon , Mitchell Skiles , Nikhil Taneja , Ryan Norris , Scott Adams , Samuel Sinensky , Sri Krishna Vempati , Thomas Mathew , Vinoo Ganesh , Rahij Ramsharan
摘要： A system for troubleshooting network problems is disclosed. A model can use demographic information, network usage information, and network membership information to determine an importance of a problem. The importance of the problem for the user who reported the problem, a number of other users affected by the problem, and the importance of the problem to the other users can be used to determine a priority for resolving the problem. Before and after a work order is executed to resolve the problem, network metrics can be gathered, including aggregate network metrics, and automatically presented in various user interfaces. The analysis of the metrics can be used to update a database of which work orders are assigned in response to which problems.
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公开(公告)号：US20190287014A1
公开(公告)日：2019-09-19
申请号：US16421264
申请日：2019-05-23
发明人： Ezra Spiro , Andre Frederico Cavalheiro Menck , Anshuman Prasad , Arthur Thouzeau , Caroline Henry , Charles Shepherd , Joanna Peller , Jennifer Yip , Marco Diciolla , Matthew Todd , Peter Maag , Spencer Tank , Thomas Powell
摘要： Systems, methods, non-transitory computer readable media can be configured to access a plurality of sensor logs corresponding to a first machine, each sensor log spanning at least a first period; access first computer readable logs corresponding to the first machine, each computer readable log spanning at least the first period, the computer readable logs comprising a maintenance log comprising a plurality of maintenance task objects, each maintenance task object comprising a time and a maintenance task type; determine a set of statistical metrics derived from the sensor logs; determine a set of log metrics derived from the computer readable logs; and determine, using a risk model that receives the statistical metrics and log metrics as inputs, fault probabilities or risk scores indicative of one or more fault types occurring in the first machine within a second period.
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公开(公告)号：US12079352B2
公开(公告)日：2024-09-03
申请号：US17226014
申请日：2021-04-08
发明人： Anton Apostolatos , Adam Lieskovský , Florian Diegruber , Francisco Ferreira , Joseph Kane , Joanna Peller , Kelvin Lau , Maciej Laska , Mikael Ibrahim Mofarrej , Max-Philipp Schrader , Philipp Hoefer , Spencer McCollester , Viktor Nordling
CPC分类号： G06F21/604 , G06F16/258
摘要： A computer-implemented method enforces data security constraints in a data pipeline. The data pipeline takes one or more source datasets as input and performs one or more data transformations on them. The method includes using data defining one or more data security constraints to configure the data pipeline to perform a data transformation on a restricted subset of entries of the source datasets. The restriction is defined by the data defining one or more data security constraints. The method further includes performing the data transformation according to the configuration to produce one or more transformed datasets. The method further includes using the data defining one or more data security constraints to perform a verification on one or more of the transformed datasets to ensure that entries in the one or more of the transformed datasets are restricted as defined by the one or more data security constraints.
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公开(公告)号：US20220414505A1
公开(公告)日：2022-12-29
申请号：US17891943
申请日：2022-08-19
发明人： Ezra Spiro , Andre Frederico Cavalheiro Menck , Anshuman Prasad , Arthur Thouzeau , Caroline Henry , Charles Shepherd , Joanna Peller , Jennifer Yip , Marco Diciolla , Matthew Todd , Peter Maag , Spencer Tank , Thomas Powell
摘要： Systems, methods, non-transitory computer readable media can be configured to access a plurality of sensor logs corresponding to a first machine, each sensor log spanning at least a first period; access first computer readable logs corresponding to the first machine, each computer readable log spanning at least the first period, the computer readable logs comprising a maintenance log comprising a plurality of maintenance task objects, each maintenance task object comprising a time and a maintenance task type; determine a set of statistical metrics derived from the sensor logs; determine a set of log metrics derived from the computer readable logs; and determine, using a risk model that receives the statistical metrics and log metrics as inputs, fault probabilities or risk scores indicative of one or more fault types occurring in the first machine within a second period.
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公开(公告)号：US20180173217A1
公开(公告)日：2018-06-21
申请号：US15839743
申请日：2017-12-12
发明人： Ezra Spiro , Andre Frederico Cavalheiro Menck , Anshuman Prasad , Arthur Thouzeau , Caroline Henry , Charles Shepherd , Jennifer Yip , Joanna Peller , Marco Diciolla , Matthew Todd , Peter Maag , Spencer Tank , Thomas Powell
IPC分类号： G05B23/02
CPC分类号： G05B23/0283 , G05B23/0235 , G05B23/024 , G05B23/0264 , G05B23/0272 , G05B2219/32128 , G05B2219/32371 , G06Q10/00 , G06Q10/20
摘要： Systems, methods, non-transitory computer readable media can be configured to accessing a target sensor log corresponding to a first machine; accessing one or more prior sensor logs corresponding to the first machine and one or more prior sensor logs corresponding to a plurality of second machines which are of the same type as the first machine; accessing a plurality of computer readable logs corresponding to the first machine and the second machines, the computer readable logs for each second machine comprising a maintenance log comprising a plurality of maintenance task objects, each maintenance task object comprising a time and a maintenance task type; determining a set of statistical metrics characterising a difference between the target sensor log and each prior sensor log; selecting a sub-set of the prior sensor logs in dependence upon the statistical metrics; analysing the maintenance logs to correlate each prior sensor log included in the subset to one or more correlated maintenance tasks; selecting a priority maintenance task based on the sub-set of prior sensor logs, t and the correlated maintenance tasks; and outputting the priority maintenance task.
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公开(公告)号：US20220150138A1
公开(公告)日：2022-05-12
申请号：US17455127
申请日：2021-11-16
发明人： Arjun Mathur , Andrew Ash , Anuraag Bahl , Andy Chen , Aydin Keskin , Christopher Rogers , Anshuman Prasad , Ankit Shankar , Casey Patton , Christopher Wynnyk , Joanna Peller , Jonathan Victor , Mackenzie Bohannon , Mitchell Skiles , Nikhil Taneja , Ryan Norris , Scott Adams , Samuel Sinensky , Sri Krishna Vempati , Thomas Mathew , Vinoo Ganesh , Rahij Ramsharan
IPC分类号： H04L41/5022 , H04L41/0631 , H04L41/5067 , H04L41/5074
摘要： A system for troubleshooting network problems is disclosed. A model can use demographic information, network usage information, and network membership information to determine an importance of a problem. The importance of the problem for the user who reported the problem, a number of other users affected by the problem, and the importance of the problem to the other users can be used to determine a priority for resolving the problem. Before and after a work order is executed to resolve the problem, network metrics can be gathered, including aggregate network metrics, and automatically presented in various user interfaces. The analysis of the metrics can be used to update a database of which work orders are assigned in response to which problems.
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公开(公告)号：US10996665B2
公开(公告)日：2021-05-04
申请号：US16880102
申请日：2020-05-21
发明人： Ezra Spiro , Andre Frederico Cavalheiro Menck , Anshuman Prasad , Arthur Thouzeau , Caroline Henry , Charles Shepherd , Jennifer Yip , Joanna Peller , Marco Diciolla , Matthew Todd , Peter Maag , Spencer Tank , Thomas Powell
摘要： Systems, methods, non-transitory computer readable media can be configured to accessing a target sensor log corresponding to a first machine; accessing one or more prior sensor logs corresponding to the first machine and one or more prior sensor logs corresponding to a plurality of second machines which are of the same type as the first machine; accessing a plurality of computer readable logs corresponding to the first machine and the second machines, the computer readable logs for each second machine comprising a maintenance log comprising a plurality of maintenance task objects, each maintenance task object comprising a time and a maintenance task type; determining a set of statistical metrics characterising a difference between the target sensor log and each prior sensor log; selecting a sub-set of the prior sensor logs in dependence upon the statistical metrics; analysing the maintenance logs to correlate each prior sensor log included in the subset to one or more correlated maintenance tasks; selecting a priority maintenance task based on the sub-set of prior sensor logs, t and the correlated maintenance tasks; and outputting the priority maintenance task.
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