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1. 发明申请

WO2023069310A1 DYNAMIC RESOLUTION ESTIMATION IN METRIC TIME SERIES DATA 审中-公开
公开(公告)号：WO2023069310A1
公开(公告)日：2023-04-27
申请号：PCT/US2022/046660
申请日：2022-10-14
申请人： SPLUNK INC.
发明人： AGARWAL, Nishant , BAI, Houwu , PATEL, Darshan , RAMAN, Rajesh , ROSS, Joseph Ari
IPC分类号： G06F11/30 , G06F11/34 , G06F11/07
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.

2. 发明申请

WO2022026984A1 DATA FIELD EXTRACTION MODEL TRAINING FOR A DATA INTAKE AND QUERY SYSTEM 审中-公开
公开(公告)号：WO2022026984A1
公开(公告)日：2022-02-03
申请号：PCT/US2021/070923
申请日：2021-07-21
申请人： SPLUNK INC.
发明人： SRIHARSHA, Ram , WANG, Zhaohui
IPC分类号： G06F16/2455 , G06N20/00
摘要： Systems and methods are described for training an artificial intelligence model to extract one or more data fields from a log. For example, the artificial intelligence model may be a neural network. The neural network may be trained using training data obtained by iterating through a plurality of logs using active learning, and selecting a subset of the logs in the plurality to be labeled by a user. For example, the selected subset of logs may be logs that are not similar to other logs already labeled by a user. The user may be prompted to label the selected subset of logs to identify one or more data fields to extract. Once the selected subset of logs are labeled, these labeled logs can be used as the training data to train the neural network.

3. 发明申请

WO2021217119A1 ANALYZING TAGS ASSOCIATED WITH HIGH-LATENCY AND ERROR SPANS FOR INSTRUMENTED SOFTWARE 审中-公开
公开(公告)号：WO2021217119A1
公开(公告)日：2021-10-28
申请号：PCT/US2021/029111
申请日：2021-04-26
申请人： SPLUNK INC.
发明人： DANYI, Gergely , FLANDERS, Steven , ROSS, Joseph, Ari , SMITH, Justin , WOHLSTADTER, Eric , YANG, Chengyu
IPC分类号： G06F11/07 , G06F11/32 , G06F11/34
摘要： A computer-implemented method for analyzing spans and traces associated with a microservices-based application executing in a distributed computing environment comprises aggregating a plurality of ingested spans associated with one or more applications executing in the distributed computing environment into a plurality of traces, wherein each of the plurality of ingested spans is associated with a plurality of tags. The method further comprises comparing durations of a set of related traces of the plurality of traces to determine patterns for the plurality of tags and generating a histogram that represents a distribution of the durations of the set of related traces. The method also comprises providing alerts for one or more tags from the plurality of tags associated with traces having a duration above a threshold based on the distribution of the durations.

4. 发明申请

WO2017049439A1 TOPOLOGY MAP DISPLAYS OF CLOUD COMPUTING RESOURCES 审中-公开
标题翻译：云计算资源的拓扑地图显示
公开(公告)号：WO2017049439A1
公开(公告)日：2017-03-30
申请号：PCT/CN2015/090177
申请日：2015-09-21
申请人： SPLUNK INC. , ZHONG, Qianjie , QIN, Geng , WANG, Ting , ZHANG, Min , DELFINO, Micah , BEKES, Jef , YOUNG, D. Randall , NOEL, Cary , SHAO, Feng , BITINCKA, Dritan
发明人： ZHONG, Qianjie , QIN, Geng , WANG, Ting , ZHANG, Min , DELFINO, Micah , BEKES, Jef , YOUNG, D. Randall , NOEL, Cary , SHAO, Feng , BITINCKA, Dritan
IPC分类号： G06F3/048
CPC分类号： H04L41/22 , G06F3/0482 , G06F3/0486 , G06F17/30061 , H04L41/12 , H04L41/5096 , H04L43/045 , H04L43/0817 , H04L67/10
摘要： Techniques and mechanisms are disclosed that enable collection of various types of data from cloud computing services and the generation of various dashboards and visualizations to view information about collections of cloud computing resources. A user can configure collection of data from one or more cloud computing services and view visualizations using an application platform referred to herein as a cloud computing management application. A cloud computing management application further may be configured to generate and cause display of interactive topology map representations of cloud computing resources based on the collected data, where an interactive topology map enables users to view an intuitive visualization of a collection of computing resources, efficiently cause performance of actions with respect to various resources displayed in the topology map, and analyze the collection of resources in ways that are not possible using conventional cloud computing service management consoles.
摘要翻译：公开了能够从云计算服务收集各种数据的技术和机制，以及生成各种仪表板和可视化来查看关于云计算资源的集合的信息。用户可以配置来自一个或多个云计算服务的数据收集，并使用本文称为云计算管理应用的应用平台查看可视化。还可以将云计算管理应用程序配置为基于收集的数据生成并引起云计算资源的交互式拓扑图表示的显示，其中交互式拓扑图使用户能够查看计算资源集合的直观可视化，有效地引起对拓扑图中显示的各种资源执行操作，并以常规云计算服务管理控制台不可能的方式分析资源收集。

5. 发明申请

WO2016004595A1 MINIMIZING BLUR OPERATIONS FOR CREATING A BLUR EFFECT FOR AN IMAGE 审中-公开
标题翻译：最小化用于创建图像的效果的操作
公开(公告)号：WO2016004595A1
公开(公告)日：2016-01-14
申请号：PCT/CN2014/081911
申请日：2014-07-09
申请人： SPLUNK INC. , YUAN, Shiming , ZHONG, Qianjie , WANG, Ting , ZHANG, Tianli
发明人： YUAN, Shiming , ZHONG, Qianjie , WANG, Ting , ZHANG, Tianli
IPC分类号： G06T7/00
CPC分类号： G06T5/002 , G06T11/60 , G06T2207/20012
摘要： A processing device receives input representing a selection of one or more areas of an image and creates a blurred area for the one or more selected areas. The blurred area corresponds to a portion of the image that contains the one or more selected areas. The portion of the image has a size that is greater than an aggregate size of the one or more selected areas. The processing device replaces the one or more selected areas with the corresponding portion of the blurred area.
摘要翻译：处理装置接收表示图像的一个或多个区域的选择的输入，并为一个或多个所选择的区域创建模糊区域。模糊区域对应于包含一个或多个所选区域的图像的一部分。图像的部分具有大于一个或多个所选区域的聚集大小的大小。处理设备用模糊区域的相应部分替换一个或多个所选区域。

6. 发明申请

WO2012125634A8 SCALABLE INTERACTIVE DISPLAY OF DISTRIBUTED DATA 审中-公开
公开(公告)号：WO2012125634A8
公开(公告)日：2012-09-20
申请号：PCT/US2012/028922
申请日：2012-03-13
申请人： SPLUNK INC. , ZHANG, Steve, Yu , SORKIN, Stephen, Phillip
发明人： ZHANG, Steve, Yu , SORKIN, Stephen, Phillip
IPC分类号： G06F17/30 , G06F15/16
摘要： A method, system, and processor-readable storage medium are directed towards generating a report derived from data, such as event data, stored on a plurality of distributed nodes. In one embodiment the analysis is generated using a "divide and conquer" algorithm, such that each distributed node analyzes locally stored event data while an aggregating node combines these analysis results to generate the report. In one embodiment, each distributed node also transmits a list of event data references associated with the analysis result to the aggregating node. The aggregating node may then generate a global ordered list of data references based on the list of event data references received from each distributed node. Subsequently, in response to a user selection of a range of global event data, the report may dynamically retrieve event data from one or more distributed nodes for display according to the global order.

7. 发明申请

WO2012118761A2 APPROXIMATE ORDER STATISTICS OF REAL NUMBERS IN GENERIC DATA 审中-公开
标题翻译：通用数据中实数的近似阶数统计
公开(公告)号：WO2012118761A2
公开(公告)日：2012-09-07
申请号：PCT/US2012026809
申请日：2012-02-27
申请人： SPLUNK INC , ZHANG STEVE YU
发明人： ZHANG STEVE YU
IPC分类号： G06F7/00 , G06F9/06
CPC分类号： G06F17/18 , G06F7/22 , G06F7/483 , G06F7/544 , G06F17/30536 , G06K9/6222
摘要： A method, system, and processor-readable storage medium are directed towards calculating approximate order statistics on a collection of real numbers. In one embodiment, the collection of real numbers is processed to create a digest comprising hierarchy of buckets. Each bucket is assigned a real number N having P digits of precision and ordinality O. The hierarchy is defined by grouping buckets into levels, where each level contains all buckets of a given ordinality. Each individual bucket in the hierarchy defines a range of numbers - all numbers that, after being truncated to that bucket's P digits of precision, are equal to that bucket's N. Each bucket additionally maintains a count of how many numbers have fallen within that bucket's range. Approximate order statistics may then be calculated by traversing the hierarchy and performing an operation on some or all of the ranges and counts associated with each bucket.
摘要翻译：方法，系统和处理器可读存储介质针对计算关于实数集合的近似顺序统计。在一个实施例中，处理实数集合以创建包括桶层次的摘要。每个桶被分配一个实数N，其具有精确度为P的数字和常数O.通过将桶分组为水平来定义层次，其中每个水平包含给定的正常的所有桶。层次结构中的每个单独的桶定义了一个数字范围 - 所有的数字在被截断为该桶的P精度数字后，等于该桶的N.每个桶还额外保持有多少数字落在该桶的范围内的计数。然后可以通过遍历分级结构并对与每个桶相关联的一些或全部范围和计数执行操作来计算近似顺序统计量。

8. 发明申请

WO2012118756A3 COMPRESSED JOURNALING IN EVENT TRACKING FILES FOR METADATA RECOVERY AND REPLICATION 审中-公开
公开(公告)号：WO2012118756A3
公开(公告)日：2012-09-07
申请号：PCT/US2012/026798
申请日：2012-02-27
申请人： SPLUNK INC. , MARQUARDT, David, Ryan , BLANK, Mitchell, Neuman, Jr. , SORKIN, Stephen
发明人： MARQUARDT, David, Ryan , BLANK, Mitchell, Neuman, Jr. , SORKIN, Stephen
IPC分类号： G06F17/40 , G06F17/30 , G06F15/16
摘要： Embodiments are directed towards employing compressed journaling for event tracking files for metadata recovery and replication. Event data and related metadata are received from one or more client devices. When a feature within the received metadata is detected that is previously unwritten to a journal, then the previously unwritten feature is written to the journal. Further, any feature is detected for the received event data that is determined to be different from a feature associated with an immediately preceding event data that is written in the journal, then the detected different feature is identified in the journal. In one embodiment, the identification employs writing to the journal an effective feature record that may employ indices identifying the different feature. The received event data is also written to the journal and may further employ string arguments to minimize recording of redundant information into the journal.

9. 发明申请

WO2023060046A1 ERRORS MONITORING IN PUBLIC AND PRIVATE BLOCKCHAIN BY A DATA INTAKE SYSTEM 审中-公开
公开(公告)号：WO2023060046A1
公开(公告)日：2023-04-13
申请号：PCT/US2022/077482
申请日：2022-10-03
申请人： SPLUNK INC.
发明人： LUEDTKE, Stephen R. , MCKERVEY, Nathaniel G. , MOORE, Ryan , PUCHBAUER, Siegfried , TOULME, Antoine
IPC分类号： G06F21/52 , H04L9/00 , H04L1/0041 , H04L1/0045 , H04L2209/56 , H04L41/024 , H04L41/22 , H04L67/1097 , H04L9/085 , H04L9/3247 , H04L9/3297 , H04L9/50
摘要： A blockchain consortium network can be implemented in which nodes of one or more blockchains generate data for pipeline-based processing by a consortium pipeline system. The generated data can include private blockchain data, public blockchain data, and machine data, such as logs or operational metrics from the nodes. The data is collected from different network levels and can be transformed via pipeline processes of the consortium pipeline system to securely share data in the blockchain consortium network.

10. 发明申请

WO2022231903A1 ON-PREMISES ACTION EXECUTION AGENT FOR CLOUD-BASED INFORMATION TECHNOLOGY AND SECURITY OPERATIONS APPLICATIONS 审中-公开
公开(公告)号：WO2022231903A1
公开(公告)日：2022-11-03
申请号：PCT/US2022/025524
申请日：2022-04-20
申请人： SPLUNK INC.
发明人： YEH, Anne , ROBERTS, Jeffery
IPC分类号： G06F21/55 , H04L9/40
摘要： Techniques are described for providing on-premises action execution agents used to execute orchestration, automation, and response (OAR) actions in users' IT environments. An on-premises action execution agent can be used to execute actions involving computing resources located in users' on-premises IT environments, where such resources may be located behind a firewall and thus not directly accessible to an IT and security operations application running in a cloud-based environment or elsewhere. An intermediary secure tunnel service is used to establish secure connections between an IT and security operations application and on-premises action execution agents, thereby enabling the encrypted transfer of credentials, API tokens, and other sensitive information used by an on-premises action execution agent to execute actions. The executed actions can include on-demand actions initiated by a user and automated actions included, e.g., as part of a playbook that is executed responsive to the identification of certain types of incidents.

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