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公开(公告)号:US20240346049A1
公开(公告)日:2024-10-17
申请号:US18666603
申请日:2024-05-16
申请人: SPLUNK Inc.
发明人: Nishant Agarwal , Houwu Bai , Darshan Patel , Rajesh Raman , Joseph Ari Ross
IPC分类号: G06F16/28 , G06F16/2455 , G06F16/2458 , H04L43/08
CPC分类号: G06F16/287 , G06F16/24568 , G06F16/2477 , H04L43/08
摘要: Described are systems, methods, and techniques for collecting, analyzing, processing, and storing time series data and for evaluating and dynamically estimating a resolution of one or more streams of data points and updating an output resolution. Responsive to receiving a stream of data points, a data resolution can be derived and an output resolution can be set to a first value. When a change to the data resolution is detected, the output resolution can be changed, modifying a frequency at which output data points are generated and/or transmitted. In some instances, a detector can be implemented to trigger an alert responsive to ingested data points corresponding with triggering parameters. An output resolution for the detector can be dynamically modified based on dynamically detecting a change to the data resolution of the stream of data.
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公开(公告)号:US11928046B1
公开(公告)日:2024-03-12
申请号:US17515272
申请日:2021-10-29
申请人: Splunk Inc.
发明人: Phillip Liu , Arijit Mukherji , Rajesh Raman
IPC分类号: G06F11/36 , G06F11/30 , G06F11/32 , G06F16/2455
CPC分类号: G06F11/3644 , G06F11/3006 , G06F11/3082 , G06F16/24568 , G06F11/323
摘要: An analysis system receives data streams generated by instances of instrumented software executing on external systems. The analysis system evaluates an expression using data values of the data streams over a plurality of time intervals. For example, the analysis system may aggregate data values of data streams for each time interval. The analysis system determines whether or not a data stream is considered for a time interval based on when the data value arrives during the time interval. The analysis system determines a maximum expected delay value for each data stream being processed. The analysis system evaluates the expression using data values that arrive before their maximum expected delay values. The analysis system also determines a failure threshold value for a data stream. If a data value of a data stream fails to arrive before the failure threshold value, the analysis system marks the data stream as dead.
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公开(公告)号:US11010278B2
公开(公告)日:2021-05-18
申请号:US16542318
申请日:2019-08-16
申请人: Splunk Inc.
发明人: Phillip Liu , Arijit Mukherji , Rajesh Raman , Kris Grandy , Jack Lindamood
摘要: A data analysis system processes data generated by instrumented software. The data analysis system receives data streams generated by instances of instrumented software executing on systems. The data analysis system also receives metadata describing data streams. The data analysis system receives an expression based on the metadata. The data analysis system receives data of data streams for each time interval and computes the result of the expression based on the received data values. The data analysis system repeats these steps for each time interval. The data analysis system may quantize data values of data streams for each time interval by generating an aggregate value for the time interval based on data received for each data stream for that time interval. The data analysis system evaluates the expression using the quantized data for the time interval.
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公开(公告)号:US11947528B1
公开(公告)日:2024-04-02
申请号:US17589677
申请日:2022-01-31
申请人: Splunk Inc.
发明人: Ankit Bhagat , Steven Karis , Amin Moshgabadi , Rajesh Raman
IPC分类号: G06F16/242 , G06F16/2452 , G06F16/2455 , G06F16/248
CPC分类号: G06F16/2428 , G06F16/2452 , G06F16/2455 , G06F16/248
摘要: Systems and methods are described for generation of a query using a non-textual input. For example, the query can be generated using a point and click input. A selection of a data source can be identified and an initial query can be automatically generated based on the selection of the data source. A graphical user interface can be displayed and populated with one or more selectable parameters based on the initial query. A selection of the one or more selectable parameters can be received as a non-textual input and a query can be automatically generated based on the selection. For example, a query for execution by a data intake and query system can be generated based on the selection. The query can be provided to the data intake and query system. The data intake and query system may then execute the query on a set of data.
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公开(公告)号:US11899670B1
公开(公告)日:2024-02-13
申请号:US17589558
申请日:2022-01-31
申请人: Splunk Inc.
发明人: Ankit Bhagat , Steven Karis , Amin Moshgabadi , Rajesh Raman
IPC分类号: G06F16/2455 , G06F16/22 , G06F16/2458 , G06F21/62
CPC分类号: G06F16/24568 , G06F16/22 , G06F16/2471 , G06F21/6227
摘要: Systems and methods are described for generation of queries for execution by a separate system. In order establish a connection with the separate system, credentials can be obtained. For example, the credentials may be based on a user identifier and/or a login identifier. Indices can be identified that correspond to the credentials and a query can be identified that includes a selection of at least one of the indices. For example, the query may identify a set of log data ingested and indexed by the separate system. A request that includes the query, the credentials, and a connection identifier can be communicated to the separate system. In response to the request, a set of data can be received from the separate system. The set of data can be provided to a computing device. For example, the set of data can be provided to a computing device providing the query.
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公开(公告)号:US11733982B1
公开(公告)日:2023-08-22
申请号:US17175330
申请日:2021-02-12
申请人: Splunk Inc.
发明人: Rajesh Raman , Arijit Mukherji , Kris Grandy , Phillip Liu
IPC分类号: G06F16/2455 , G06F11/34 , G06F11/30 , G06F9/54 , G06F8/41 , G06F16/16 , G06F11/07 , G06F9/46 , G06F11/36
CPC分类号: G06F8/443 , G06F9/466 , G06F9/542 , G06F11/07 , G06F11/3086 , G06F11/34 , G06F11/3452 , G06F11/3466 , G06F11/3604 , G06F16/164 , G06F16/24568 , G06F11/3006 , G06F11/3072 , G06F11/3409 , G06F2201/81 , G06F2201/835 , G06F2201/86 , G06F2201/88
摘要: An instrumentation analysis system processes data streams by executing instructions specified using a data stream language program. The data stream language allows users to specify a search condition using a find block for identifying the set of data streams processed by the data stream language program. The set of identified data streams may change dynamically. The data stream language allows users to group data streams into sets of data streams based on distinct values of one or more metadata attributes associated with the input data streams. The data stream language allows users to specify a threshold block for determining whether data values of input data streams are outside boundaries specified using low/high thresholds. The elements of the set of data streams input to the threshold block can dynamically change. The low/high threshold values can be specified as data streams and can dynamically change.
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公开(公告)号:US12130829B2
公开(公告)日:2024-10-29
申请号:US18051458
申请日:2022-10-31
申请人: Splunk Inc.
发明人: Nasim Bigdelu , Margaret Kelley , Mirjana Tesic , Rebecca Tortell , Rajesh Raman
IPC分类号: G06F16/00 , G06F16/242 , G06F16/248
CPC分类号: G06F16/248 , G06F16/2425
摘要: Systems and methods are described for generation and execution of modified queries. An input can be received via a visualization of a user interface. The input may identify a first field value and a first field for execution of a query. A set of data for execution of the query can be identified based on the input. Alias data may identify a second field that is associated with the first field. Using the alias data, a modified query can be generated based on the query and the second field. The modified query can be executed to generate query results. The query results can be displayed via a visualization of the user interface based on the first field.
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公开(公告)号:US12013880B2
公开(公告)日:2024-06-18
申请号:US17721251
申请日:2022-04-14
申请人: SPLUNK Inc.
发明人: Nishant Agarwal , Houwu Bai , Darshan Patel , Rajesh Raman , Joseph Ari Ross
IPC分类号: G06F16/28 , G06F16/2455 , G06F16/2458 , H04L43/08
CPC分类号: G06F16/287 , G06F16/24568 , G06F16/2477 , H04L43/08
摘要: Described are systems, methods, and techniques for collecting, analyzing, processing, and storing time series data and for evaluating and dynamically estimating a resolution of one or more streams of data points and updating an output resolution. Responsive to receiving a stream of data points, a data resolution can be derived and an output resolution can be set to a first value. When a change to the data resolution is detected, the output resolution can be changed, modifying a frequency at which output data points are generated and/or transmitted. In some instances, a detector can be implemented to trigger an alert responsive to ingested data points corresponding with triggering parameters. An output resolution for the detector can be dynamically modified based on dynamically detecting a change to the data resolution of the stream of data.
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公开(公告)号:US20240143612A1
公开(公告)日:2024-05-02
申请号:US18051458
申请日:2022-10-31
申请人: Splunk Inc.
发明人: Nasim Bigdelu , Margaret Kelley , Mirjana Tesic , Rebecca Tortell , Rajesh Raman
IPC分类号: G06F16/248 , G06F16/242
CPC分类号: G06F16/248 , G06F16/2425
摘要: Systems and methods are described for generation and execution of modified queries. An input can be received via a visualization of a user interface. The input may identify a first field value and a first field for execution of a query. A set of data for execution of the query can be identified based on the input. Alias data may identify a second field that is associated with the first field. Using the alias data, a modified query can be generated based on the query and the second field. The modified query can be executed to generate query results. The query results can be displayed via a visualization of the user interface based on the first field.
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公开(公告)号:US11797542B1
公开(公告)日:2023-10-24
申请号:US17374837
申请日:2021-07-13
申请人: Splunk Inc.
发明人: Rajesh Raman , Maxime Petazzoni , Arijit Mukherji , Phillip Liu
IPC分类号: G06F16/24 , G06F16/2455 , G06F40/279 , G06F16/2453 , G06F40/205 , G06F16/242 , G06F16/28 , G06F16/907
CPC分类号: G06F16/24568 , G06F16/244 , G06F16/24535 , G06F16/284 , G06F16/907 , G06F40/205 , G06F40/279
摘要: A system processes data stream language expressions that combine result data streams from multiple data stream language sub-expressions. The system determines a set of fixed dimensions based on static analysis of the data stream language sub-expression. The system determines a union set representing a union of the sets of fixed dimensions. The system determines at execution time of the data stream language expression, a plurality of sets of data streams. Each set of data stream corresponds to a data stream language sub-expression from the plurality of data stream language expressions. The system correlates data streams across the plurality of sets of data streams based on the union set. The system determines result data streams for the data stream language expression by combining data values of correlated data streams.
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