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1. 发明授权

US09779134B2 System and method of data wrangling 有权
公开(公告)号：US09779134B2
公开(公告)日：2017-10-03
申请号：US14583494
申请日：2014-12-26
申请人： Michael Tsumura , Ivailo Ivanov , Viren Suresh Kumar
发明人： Michael Tsumura , Ivailo Ivanov , Viren Suresh Kumar
IPC分类号： G06F3/048 , G06F17/30 , G06F3/0484
CPC分类号： G06F17/30424 , G06F3/04847 , G06F17/30536 , G06F17/30705
摘要： In some example embodiments, a graphical user interface (GUI) is caused to be displayed on a computing device of a user. The GUI can be configured to enable the user to submit an identification of a dataset and at least one configuration parameter. The identification of the data source, the at least one configuration parameter, and the at least one wrangling parameter can be received via the GUI on the computing device. A sampling algorithm can be configured based on the at least one configuration parameter. A sample of data from the dataset can be generated using the configured sampling algorithm. At least one data wrangling operation can be performed on the sample of data based on the at least one wrangling parameter.

2. 发明申请

US20100235462A1 TRACKING A STATE OF A DOCUMENT ACCESSIBLE OVER A COMPUTER NETWORK 有权
标题翻译：跟踪计算机网络可访问的文档状态
公开(公告)号：US20100235462A1
公开(公告)日：2010-09-16
申请号：US12402258
申请日：2009-03-11
申请人： Ivailo Ivanov , Darrell Lahey , David Simpson , Philipp Ziegler
发明人： Ivailo Ivanov , Darrell Lahey , David Simpson , Philipp Ziegler
IPC分类号： G06F15/16 , G06F17/30
CPC分类号： G06F17/30011 , G06F17/30227
摘要： In an embodiment, a method is provided for tracking a state of a document that is accessible over a computer network. In this method, requests to modify the document are received by way of the computer network. A size of a set of these requests are identified to exceed a threshold size and an identifier that identifies this set of requests is generated. The identifier is then transmitted in a response to the requests by way of the computer network.
摘要翻译：在一个实施例中，提供了一种用于跟踪可通过计算机网络访问的文档的状态的方法。在该方法中，通过计算机网络接收修改文档的请求。这些请求的集合的大小被识别为超过阈值大小，并且生成标识该组请求的标识符。然后通过计算机网络响应于请求来发送标识符。

3. 发明授权

US09811938B2 Methods, apparatus and system for analytics replay utilizing random sampling 有权
公开(公告)号：US09811938B2
公开(公告)日：2017-11-07
申请号：US13828681
申请日：2013-03-14
申请人： Qiang Han , Alexei Potiagalov , Ivailo Ivanov
发明人： Qiang Han , Alexei Potiagalov , Ivailo Ivanov
IPC分类号： G06T13/80 , G06T11/20
CPC分类号： G06T13/80 , G06T11/206
摘要： Methods, systems, and computer program products for visually representing and displaying data are described. The visual representation may be a data animation. A data query may be submitted, a time measurement for processing the query may be obtained, and a sample size of the query may be adjusted based on the time measurement and a frame refresh rate of a data animation. A data animation may be generated based on one or more results of the query.

4. 发明申请

US20160188692A1 BEHAVIORALLY CONSISTENT CLUSTER-WIDE DATA WRANGLING BASED ON LOCALLY PROCESSED SAMPLED DATA 有权
标题翻译：基于本地处理的采样数据进行行为一致的群集数据查询
公开(公告)号：US20160188692A1
公开(公告)日：2016-06-30
申请号：US14588022
申请日：2014-12-31
申请人： Michael Tsumura , Ivailo Ivanov , Viren Suresh Kumar
发明人： Michael Tsumura , Ivailo Ivanov , Viren Suresh Kumar
IPC分类号： G06F17/30 , H04L29/08
CPC分类号： G06F17/30598 , G06F17/30569 , G06F17/30876 , G06F17/30896 , H04L67/10
摘要： Example embodiments involve a system, computer-readable storage medium storing at least one program, and computer-implemented method for behaviorally consistent data wrangling. A local client device selects a set of raw sample data from a remote datastore. A local execution engine then applies one or more local data wrangling operations to the raw sample data. If the results of the local data wrangling operations are satisfactory, the local data wrangling operations may then be transferred to a remote data wrangling cluster. A remote execution engine being executed by the remote data wrangling cluster then applies the data wrangling operations to the larger set of raw data from which the sample raw data was obtained. As the remote execution engine and the local execution engine are of the same type, the data wrangling behavior exhibited by the local execution engine is reflected in the data wrangling behavior of the remote execution engine.
摘要翻译：示例实施例涉及存储至少一个程序的系统，计算机可读存储介质和用于行为上一致的数据争吵的计算机实现的方法。本地客户端设备从远程数据存储区中选择一组原始样本数据。然后本地执行引擎将一个或多个本地数据争用操作应用于原始采样数据。如果本地数据争吵操作的结果令人满意，则可能会将本地数据争吵操作传输到远程数据争吵群集。由远程数据争用群执行的远程执行引擎将数据争用操作应用于获取样本原始数据的较大原始数据集。由于远程执行引擎和本地执行引擎是相同类型的，因此本地执行引擎显示的数据争吵行为反映在远程执行引擎的数据争吵行为中。

5. 发明授权

US09785698B2 Behaviorally consistent cluster-wide data wrangling based on locally processed sampled data 有权
公开(公告)号：US09785698B2
公开(公告)日：2017-10-10
申请号：US14588022
申请日：2014-12-31
申请人： Michael Tsumura , Ivailo Ivanov , Viren Suresh Kumar
发明人： Michael Tsumura , Ivailo Ivanov , Viren Suresh Kumar
IPC分类号： G06F7/00 , G06F17/30 , H04L29/08
CPC分类号： G06F17/30598 , G06F17/30569 , G06F17/30876 , G06F17/30896 , H04L67/10
摘要： Example embodiments involve a system, computer-readable storage medium storing at least one program, and computer-implemented method for behaviorally consistent data wrangling. A local client device selects a set of raw sample data from a remote datastore. A local execution engine then applies one or more local data wrangling operations to the raw sample data. If the results of the local data wrangling operations are satisfactory, the local data wrangling operations may then be transferred to a remote data wrangling cluster. A remote execution engine being executed by the remote data wrangling cluster then applies the data wrangling operations to the larger set of raw data from which the sample raw data was obtained. As the remote execution engine and the local execution engine are of the same type, the data wrangling behavior exhibited by the local execution engine is reflected in the data wrangling behavior of the remote execution engine.

6. 发明申请

US20160188663A1 SYSTEM AND METHOD OF DATA WRANGLING 有权
标题翻译：数据纠错的系统和方法
公开(公告)号：US20160188663A1
公开(公告)日：2016-06-30
申请号：US14583494
申请日：2014-12-26
申请人： Michael Tsumura , Ivailo Ivanov , Viren Suresh Kumar
发明人： Michael Tsumura , Ivailo Ivanov , Viren Suresh Kumar
IPC分类号： G06F17/30 , G06F3/0484
CPC分类号： G06F17/30424 , G06F3/04847 , G06F17/30536 , G06F17/30705
摘要： In some example embodiments, a graphical user interface (GUI) is caused to be displayed on a computing device of a user. The GUI can be configured to enable the user to submit an identification of a dataset and at least one configuration parameter. The identification of the data source, the at least one configuration parameter, and the at least one wrangling parameter can be received via the GUI on the computing device. A sampling algorithm can be configured based on the at least one configuration parameter. A sample of data from the dataset can be generated using the configured sampling algorithm. At least one data wrangling operation can be performed on the sample of data based on the at least one wrangling parameter.
摘要翻译：在一些示例性实施例中，使图形用户界面（GUI）显示在用户的计算设备上。 GUI可以被配置为使得用户能够提交数据集的标识和至少一个配置参数。可以经由计算设备上的GUI接收数据源的标识，至少一个配置参数和至少一个争用参数。可以基于至少一个配置参数来配置采样算法。可以使用配置的采样算法生成来自数据集的数据样本。可以基于至少一个争用参数对数据样本执行至少一个数据争吵操作。

7. 发明申请

US20140267304A1 METHODS, APPARATUS AND SYSTEM FOR ANALYTICS REPLAY UTILIZING RANDOM SAMPLING 有权
标题翻译：方法，使用随机抽样的分析复制的装置和系统
公开(公告)号：US20140267304A1
公开(公告)日：2014-09-18
申请号：US13828681
申请日：2013-03-14
申请人： Qiang Han , Alexei Potiagalov , Ivailo Ivanov
发明人： Qiang Han , Alexei Potiagalov , Ivailo Ivanov
IPC分类号： G06T13/80
CPC分类号： G06T13/80 , G06T11/206
摘要： Methods, systems, and computer program products for visually representing and displaying data are described. The visual representation may be a data animation. A data query may be submitted, a time measurement for processing the query may be obtained, and a sample size of the query may be adjusted based on the time measurement and a frame refresh rate of a data animation. A data animation may be generated based on one or more results of the query.
摘要翻译：描述用于可视地表示和显示数据的方法，系统和计算机程序产品。视觉表示可以是数据动画。可以提交数据查询，可以获得用于处理查询的时间测量，并且可以基于时间测量和数据动画的帧刷新率来调整查询的样本大小。可以基于查询的一个或多个结果生成数据动画。

8. 发明授权

US08037136B2 Tracking a state of a document accessible over a computer network 有权
标题翻译：跟踪通过计算机网络可访问的文档的状态
公开(公告)号：US08037136B2
公开(公告)日：2011-10-11
申请号：US12402258
申请日：2009-03-11
申请人： Ivailo Ivanov , Darrell Lahey , David Simpson , Philipp Ziegler
发明人： Ivailo Ivanov , Darrell Lahey , David Simpson , Philipp Ziegler
IPC分类号： G06F15/16
CPC分类号： G06F17/30011 , G06F17/30227
摘要： In an embodiment, a method is provided for tracking a state of a document that is accessible over a computer network. In this method, requests to modify the document are received by way of the computer network. A size of a set of these requests are identified to exceed a threshold size and an identifier that identifies this set of requests is generated. The identifier is then transmitted in a response to the requests by way of the computer network.
摘要翻译：在一个实施例中，提供了一种跟踪可通过计算机网络访问的文档的状态的方法。在该方法中，通过计算机网络接收修改文档的请求。这些请求的集合的大小被识别为超过阈值大小，并且生成标识该组请求的标识符。然后通过计算机网络响应于请求来发送标识符。

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