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公开(公告)号：US11816164B2
公开(公告)日：2023-11-14
申请号：US17450924
申请日：2021-10-14
IPC分类号： G06F16/903 , G06F16/907 , G06F16/901
CPC分类号： G06F16/90335 , G06F16/907 , G06F16/9027
摘要： Systems and methods are provided for enhanced processing of time series data via parallelization of instructions. An example method includes receiving a query indicating time series datasets and operations to be performed on the time series datasets. Nodes associated with the query are identified, with each node associated with a time series dataset. Nodes associated with operations to be performed are generated. The nodes are assembled into query tree, with parent nodes of the query tree indicating operations that are to be applied to children nodes. Instructions for processing the query tree are generated. At least a subset of the instructions is provided to one or more compute systems for processing in parallel. Results are received, and presented in a user interface.
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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：US11449333B2
公开(公告)日：2022-09-20
申请号：US16900071
申请日：2020-06-12
发明人： Audrey Kuan , Andrew Kaier , Eric Lee , Jasjit Grewal , Mark Elliot , Nitish Kulkarni , Robert Fink , Samuel Rogerson , Thomas Pearson , Thomas Powell , Lawrence Manning , Corey Garvey
摘要： An apparatus, and a method, performed by one or more processors are disclosed. The method may comprise receiving a build request associated with performing an external data processing task on a first data set, the first data set being stored in memory associated with a data processing platform to be performed at a system external to the data processing platform. The method may also comprise generating a task identifier for the data processing task, and providing, in association with the task identifier, the first data set to an agent associated with the external system with an indication of the data processing task, the agent being arranged to cause performance of the task at the external system, to receive a second data set resulting from performance of the task, and to provide the second data set and associated metadata indicative of the transformation. The method may also comprise receiving the second data set and metadata from the agent associated with the external system and storing the second data set and associated metadata.
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公开(公告)号：US11151197B2
公开(公告)日：2021-10-19
申请号：US16533016
申请日：2019-08-06
IPC分类号： G06F16/903 , G06F16/907 , G06F16/901
摘要： Systems and methods are provided for enhanced processing of time series data via parallelization of instructions. An example method includes receiving a query indicating time series datasets and operations to be performed on the time series datasets. Nodes associated with the query are identified, with each node associated with a time series dataset. Nodes associated with operations to be performed are generated. The nodes are assembled into query tree, with parent nodes of the query tree indicating operations that are to be applied to children nodes. Instructions for processing the query tree are generated. At least a subset of the instructions is provided to one or more compute systems for processing in parallel. Results are received, and presented in a user interface.
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公开(公告)号：US10719313B2
公开(公告)日：2020-07-21
申请号：US16251578
申请日：2019-01-18
发明人： Audrey Kuan , Andrew Kaier , Eric Lee , Jasjit Grewal , Mark Elliot , Nitish Kulkarni , Robert Fink , Samuel Rogerson , Thomas Pearson , Thomas Powell , Lawrence Manning , Corey Garvey
摘要： An apparatus, and a method, performed by one or more processors are disclosed. The method may comprise receiving a build request associated with performing an external data processing task on a first data set, the first data set being stored in memory associated with a data processing platform to be performed at a system external to the data processing platform. The method may also comprise generating a task identifier for the data processing task, and providing, in association with the task identifier, the first data set to an agent associated with the external system with an indication of the data processing task, the agent being arranged to cause performance of the task at the external system, to receive a second data set resulting from performance of the task, and to provide the second data set and associated metadata indicative of the transformation. The method may also comprise receiving the second data set and metadata from the agent associated with the external system and storing the second data set and associated metadata.
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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：US12050907B2
公开(公告)日：2024-07-30
申请号：US18473520
申请日：2023-09-25
发明人： Audrey Kuan , Andrew Kaier , Eric Lee , Jasjit Grewal , Mark Elliot , Nitish Kulkarni , Robert Fink , Samuel Rogerson , Thomas Pearson , Thomas Powell , Lawrence Manning , Corey Garvey
CPC分类号： G06F8/71 , G06F9/3885 , G06F9/4494 , G06F9/4881 , G06F16/2329 , G06F16/2358
摘要： An apparatus, and a method, performed by one or more processors are disclosed. The method receives a build request associated with performing an external data processing task on a first data set, the first data set being stored in memory associated with a data processing platform to be performed at a system external to the data processing platform. The method generates a task identifier for the data processing task, and provides, in association with the task identifier, the first data set to an agent associated with the external system with an indication of the data processing task, the agent being arranged to cause performance of the task at the external system, to receive a second data set resulting from performance of the task, and to provide the second data set and associated metadata indicative of the transformation. The method receives the second data set and metadata from the agent associated with the external system and stores the second data set and associated metadata.
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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：US20220391202A1
公开(公告)日：2022-12-08
申请号：US17820062
申请日：2022-08-16
发明人： Audrey Kuan , Andrew Kaier , Eric Lee , Jasjit Grewal , Mark Elliot , Nitish Kulkarni , Robert Fink , Samuel Rogerson , Thomas Pearson , Thomas Powell , Lawrence Manning , Corey Garvey
摘要： An apparatus, and a method, performed by one or more processors are disclosed. The method may comprise receiving a build request associated with performing an external data processing task on a first data set, the first data set being stored in memory associated with a data processing platform to be performed at a system external to the data processing platform. The method may also comprise generating a task identifier for the data processing task, and providing, in association with the task identifier, the first data set to an agent associated with the external system with an indication of the data processing task, the agent being arranged to cause performance of the task at the external system, to receive a second data set resulting from performance of the task, and to provide the second data set and associated metadata indicative of the transformation. The method may also comprise receiving the second data set and metadata from the agent associated with the external system and storing the second data set and associated metadata.
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公开(公告)号：US20210216065A1
公开(公告)日：2021-07-15
申请号：US17182542
申请日：2021-02-23
摘要： Systems, methods, and non-transitory computer-readable media can be configured to perform receiving a notification of a maintenance event associated with a resource. The method includes retrieving historic maintenance data in relation to the resource with which the fault is associated, the maintenance information originating from a time period preceding the time of the maintenance event. The method includes identifying at least a portion of the retrieved historic maintenance data as being indicative of the maintenance event. The method also includes causing the portion of the retrieved historic maintenance data identified as being indicative of the maintenance event to be stored as a precursor signal of the maintenance event. The method also includes causing future maintenance data received from a plurality of resources related to the resource with which the maintenance event is associated to be monitored to predict a future occurrence of the maintenance event in the plurality of resources.
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