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21. 发明授权

US07392311B2 System and method for throttling events in an information technology system 失效
标题翻译：在信息技术系统中节制事件的系统和方法
公开(公告)号：US07392311B2
公开(公告)日：2008-06-24
申请号：US10464997
申请日：2003-06-19
申请人： Genady Grabarnik , Sheng Ma , Chang-Shing Perng , David H. Thoenen
发明人： Genady Grabarnik , Sheng Ma , Chang-Shing Perng , David H. Thoenen
IPC分类号： G06F15/173 , G06F15/16
CPC分类号： H04L43/00 , H04L29/06 , H04L41/064 , H04L43/067 , H04L43/16 , H04L67/325 , H04L69/329
摘要： A system and method for generating throttling parameters for an information management (IT) system based on historical event log data. The system comprises: an identification system that examines the historical event log data and identifies throttling candidates, wherein each throttling candidate comprises an event type for redundant events that reoccur over at least one measured time period; and an analysis system that statistically analyzes event data associated with each throttling candidate and generates a set of throttling parameters for each throttling candidate based on the event data.
摘要翻译：一种用于根据历史事件日志数据为信息管理（IT）系统生成调节参数的系统和方法。该系统包括：识别系统，其检查历史事件日志数据并识别限制候选，其中每个节流候选包括用于在至少一个测量时间段内重现的冗余事件的事件类型; 以及分析系统，其统计分析与每个节流候选相关联的事件数据，并且基于事件数据为每个节流候选产生一组节流参数。

22. 发明授权

US06907426B2 Systems and methods for identifying and counting instances of temporal patterns 有权
标题翻译：用于识别和计数时间模式实例的系统和方法
公开(公告)号：US06907426B2
公开(公告)日：2005-06-14
申请号：US09860154
申请日：2001-05-17
申请人： Joseph L. Hellerstein , Sheng Ma , Chang-Shing Perng
发明人： Joseph L. Hellerstein , Sheng Ma , Chang-Shing Perng
IPC分类号： G06F17/30 , G06F7/00 , G06N5/02
CPC分类号： G06F17/30551 , G06F2216/03 , Y10S707/99936
摘要： Systems and methods for instance counting and for the identification of a temporal pattern in an event sequence. The system addresses the use of “earliest-first” and “no-reuse” policies as criteria for the correctness of counting. The system also achieves higher performance than conventional methods by utilizing incremental computation.
摘要翻译：用于实例计数和用于识别事件序列中的时间模式的系统和方法。该系统以“最早优先”和“不再使用”策略的方式解决了计数正确性的标准。该系统还通过利用增量计算实现了比传统方法更高的性能。

23. 发明申请

US20050114298A1 System and method for indexing weighted-sequences in large databases 有权
标题翻译：用于索引大数据库中加权序列的系统和方法
公开(公告)号：US20050114298A1
公开(公告)日：2005-05-26
申请号：US10723229
申请日：2003-11-26
申请人： Wei Fan , Chang-Shing Perng , Haixun Wang , Philip Yu
发明人： Wei Fan , Chang-Shing Perng , Haixun Wang , Philip Yu
IPC分类号： G06F17/30
CPC分类号： G06F17/30327 , G06F17/30548 , Y10S707/99943
摘要： The present invention provides an index structure for managing weighted-sequences in large databases. A weighted-sequence is defined as a two-dimensional structure in which each element in the sequence is associated with a weight. A series of network events, for instance, is a weighted-sequence because each event is associated with a timestamp. Querying a large sequence database by events' occurrence patterns is a first step towards understanding the temporal causal relationships among the events. The index structure proposed herein enables the efficient retrieval from the database of all subsequences (contiguous and non-contiguous) that match a given query sequence both by events and by weights. The index structure also takes into consideration the nonuniform frequency distribution of events in the sequence data.
摘要翻译：本发明提供了一种用于在大数据库中管理加权序列的索引结构。加权序列被定义为二维结构，其中序列中的每个元素与权重相关联。例如，一系列网络事件是加权序列，因为每个事件都与时间戳相关联。通过事件发生模式查询大序列数据库是了解事件之间的时间因果关系的第一步。这里提出的索引结构使得能够通过事件和权重从数据库有效地检索与给定查询序列匹配的所有子序列（连续的和不连续的）。索引结构还考虑了序列数据中事件的不均匀频率分布。

24. 发明授权

US09229838B2 Modeling and evaluating application performance in a new environment 有权
标题翻译：在新环境中建模和评估应用程序性能
公开(公告)号：US09229838B2
公开(公告)日：2016-01-05
申请号：US13544232
申请日：2012-07-09
申请人： Rong N. Chang , Chang-Shing Perng , Byung Chul Tak , Chunqiang Tang
发明人： Rong N. Chang , Chang-Shing Perng , Byung Chul Tak , Chunqiang Tang
IPC分类号： G06F9/45 , G06F11/34
CPC分类号： G06F11/3461 , G06F11/3409 , G06F2201/815 , G06F2201/865
摘要： A method for evaluating the performance of an application when migrated from a first environment in which the application is currently executing to a second, different environment includes generating a virtual application that mimics the resource consuming behavior of the application, executing the virtual application in the second environment, and evaluating the performance of the virtual application in the second environment.
摘要翻译：当从应用程序当前执行的第一环境迁移到第二不同环境时，评估应用程序的性能的方法包括生成模仿应用程序的资源消耗行为的虚拟应用程序，在第二个环境中执行虚拟应用程序环境，并评估虚拟应用程序在第二个环境中的性能。

25. 发明授权

US09009176B2 System and method for indexing weighted-sequences in large databases 有权
标题翻译：用于索引大数据库中加权序列的系统和方法
公开(公告)号：US09009176B2
公开(公告)日：2015-04-14
申请号：US12198717
申请日：2008-08-26
申请人： Wei Fan , Chang-Shing Perng , Haixun Wang , Philip Shi-Lung Yu
发明人： Wei Fan , Chang-Shing Perng , Haixun Wang , Philip Shi-Lung Yu
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F17/30327 , G06F17/30548 , Y10S707/99943
摘要： The present invention provides an index structure for managing weighted-sequences in large databases. A weighted-sequence is defined as a two-dimensional structure in which each element in the sequence is associated with a weight. A series of network events, for instance, is a weighted-sequence because each event is associated with a timestamp. Querying a large sequence database by events' occurrence patterns is a first step towards understanding the temporal causal relationships among the events. The index structure proposed herein enables the efficient retrieval from the database of all subsequences (contiguous and non-contiguous) that match a given query sequence both by events and by weights. The index structure also takes into consideration the nonuniform frequency distribution of events in the sequence data.
摘要翻译：本发明提供了一种用于在大数据库中管理加权序列的索引结构。加权序列被定义为二维结构，其中序列中的每个元素与权重相关联。例如，一系列网络事件是加权序列，因为每个事件都与时间戳相关联。通过事件发生模式查询大序列数据库是了解事件之间的时间因果关系的第一步。这里提出的索引结构使得能够通过事件和权重从数据库有效地检索与给定查询序列匹配的所有子序列（连续的和不连续的）。索引结构还考虑了序列数据中事件的不均匀频率分布。

26. 发明授权

US08781928B2 Methodology for charging of discrete resource reservation based services 失效
标题翻译：基于离散资源预留服务的收费方法
公开(公告)号：US08781928B2
公开(公告)日：2014-07-15
申请号：US13180048
申请日：2011-07-11
申请人： Yu Deng , Thao N. Nguyen , Chang-Shing Perng , Randy A. Rendahl , Anca Sailer , Grzegorz M. Swirszcz
发明人： Yu Deng , Thao N. Nguyen , Chang-Shing Perng , Randy A. Rendahl , Anca Sailer , Grzegorz M. Swirszcz
IPC分类号： G07F19/00
CPC分类号： G06Q30/04
摘要： Methods, apparatus, and articles of manufacture are disclosed. These perform the following: accessing records of previous usage within a billing period of service units for customers, wherein the service units are discrete sizes of services for resource types, wherein each usage of an individual one of the service units has start and stop events, and wherein each resource type has a price fixed as of a date of the previous usage; dividing the billing period into time periods determined using the start and stop events for the usage of all of the service units; using the accessed records and the time periods and based on one or more criteria, assigning resource types to the previous usage in the time periods of the service units by the customers; and determining total charge for a selected customer based on the assignments of the resource types and corresponding prices for the selected customer.
摘要翻译：公开了方法，装置和制品。这些执行以下操作：在客户的服务单元的计费周期内访问先前使用的记录，其中服务单元是用于资源类型的服务的离散大小，其中服务单元中的每一个的每个使用具有开始和停止事件，并且其中每个资源类型具有从先前使用的日期固定的价格; 将计费周期划分为使用所有服务单元的使用的开始和结束事件确定的时间段; 使用访问的记录和时间段并且基于一个或多个标准，在客户的服务单元的时间段内将资源类型分配给先前的使用; 以及基于所选择的客户的资源类型和对应价格的分配来确定所选客户的总费用。

27. 发明授权

US07870398B2 Integrity assurance of query result from database service provider 有权
标题翻译：数据库服务提供商的查询结果的完整性保证
公开(公告)号：US07870398B2
公开(公告)日：2011-01-11
申请号：US11626847
申请日：2007-01-25
申请人： Chang-shing Perng , Haixun Wang , Jian Yin , Philip S. Yu
发明人： Chang-shing Perng , Haixun Wang , Jian Yin , Philip S. Yu
IPC分类号： G06F12/14 , G06F7/00
CPC分类号： G06F21/64 , G06F17/30286 , G06F21/6245 , G06F2221/2115
摘要： A method, system and computer program product for confirming the validity of data returned from a data store. A data store contains a primary data set encrypted using a first encryption and a secondary data set using a second encryption. The secondary data set is a subset of the primary data set. A client issues a substantive query against the data store to retrieve a primary data result belonging to the primary data set. A query interface issues at least one validating query against the data store. Each validating query returns a secondary data result belonging to the secondary data set. The query interface receives the secondary data result and provides a data invalid notification if data satisfying the substantive query included in an unencrypted form of the secondary data result is not contained in an unencrypted form of the primary data result.
摘要翻译：一种用于确认从数据存储返回的数据的有效性的方法，系统和计算机程序产品。数据存储包含使用第一加密加密的主数据集和使用第二加密的辅数据集。辅助数据集是主数据集的子集。客户端对数据存储器发出实质性查询以检索属于主数据集的主数据结果。查询界面对数据存储区发出至少一个验证查询。每个验证查询返回属于辅助数据集的辅助数据结果。如果满足辅助数据结果的未加密形式的实质性查询的数据未包含在主数据结果的未加密形式中，则查询接口接收辅助数据结果并提供数据无效通知。

28. 发明申请

US20090024618A1 SYSTEM AND METHOD FOR INDEXING WEIGHTED-SEQUENCES IN LARGE DATABASES 有权
标题翻译：用于指数大数据库中的加权序列的系统和方法
公开(公告)号：US20090024618A1
公开(公告)日：2009-01-22
申请号：US12198717
申请日：2008-08-26
申请人： WEI FAN , CHANG-SHING PERNG , HAIXUN WANG , PHILIP SHI-LUNG YU
发明人： WEI FAN , CHANG-SHING PERNG , HAIXUN WANG , PHILIP SHI-LUNG YU
IPC分类号： G06F7/06 , G06F17/30
CPC分类号： G06F17/30327 , G06F17/30548 , Y10S707/99943
摘要： The present invention provides an index structure for managing weighted-sequences in large databases. A weighted-sequence is defined as a two-dimensional structure in which each element in the sequence is associated with a weight. A series of network events, for instance, is a weighted-sequence because each event is associated with a timestamp. Querying a large sequence database by events' occurrence patterns is a first step towards understanding the temporal causal relationships among the events. The index structure proposed herein enables the efficient retrieval from the database of all subsequences (contiguous and non-contiguous) that match a given query sequence both by events and by weights. The index structure also takes into consideration the nonuniform frequency distribution of events in the sequence data.
摘要翻译：本发明提供了一种用于在大数据库中管理加权序列的索引结构。加权序列被定义为二维结构，其中序列中的每个元素与权重相关联。例如，一系列网络事件是加权序列，因为每个事件都与时间戳相关联。通过事件发生模式查询大序列数据库是了解事件之间的时间因果关系的第一步。这里提出的索引结构使得能够通过事件和权重从数据库有效地检索与给定查询序列匹配的所有子序列（连续的和不连续的）。索引结构还考虑了序列数据中事件的不均匀频率分布。

29. 发明申请

US20080270444A1 SYSTEM, METHOD AND TOOL FOR WEB-BASED INTERACTIVE GRAPHICAL VISUALIZATION AND AUTHORING OF RELATIONSHIPS 审中-公开
标题翻译：基于WEB的互动图形可视化系统，方法与工具与关系的授权
公开(公告)号：US20080270444A1
公开(公告)日：2008-10-30
申请号：US11739176
申请日：2007-04-24
申请人： Mark A. Brodie , Jonathan Lenchner , Chang-Shing Perng
发明人： Mark A. Brodie , Jonathan Lenchner , Chang-Shing Perng
IPC分类号： G06F17/30
CPC分类号： G06F3/0482 , G06F2203/04803
摘要： A graphical user interface for allowing an end-user to navigate and edit a hierarchy of objects and relationships is disclosed. The user can add or remove patent and children data objects to or from the view by clicking on a given node, allowing the hierarchy to be examined to any desired level of detail. The user can drag-and-drop nodes from a palette to add new nodes to the database. Similarly, the user can add new relationships by drawings a link between two nodes in the view. The user can delete objects or relationships by clicking on them. The user can modify objects or relationships by clicking on them and changing their properties. The graphical user interface automatically scales and re-adjusts to accommodate the modified object relationships.
摘要翻译：公开了用于允许最终用户导航和编辑对象和关系的层次结构的图形用户界面。用户可以通过点击给定的节点来添加或删除专利和儿童数据对象，从而允许将层次结构检查到任何所需的细节级别。用户可以从调色板中拖放节点以向数据库添加新节点。类似地，用户可以通过绘图在视图中的两个节点之间的链接添加新关系。用户可以通过点击它们来删除对象或关系。用户可以通过点击它们和更改其属性来修改对象或关系。图形用户界面自动缩放和重新调整以适应修改的对象关系。

30. 发明申请

US20080222060A1 SYSTEM AND METHOD OF MINING TIME-CHANGING DATA STREAMS USING A DYNAMIC RULE CLASSIFIER HAVING LOW GRANULARITY 失效
标题翻译：使用具有低精度的动态规则分类器来采集时变数据流的系统和方法
公开(公告)号：US20080222060A1
公开(公告)日：2008-09-11
申请号：US12121942
申请日：2008-05-16
申请人： Chang-shing Perng , Haixun Wang
发明人： Chang-shing Perng , Haixun Wang
IPC分类号： G06F15/18
CPC分类号： G06N5/025
摘要： A dynamic rule classifier for mining a data stream includes at least one window for viewing data contained in the data stream and a set of rules for mining the data. Rules are added and the set of rules are updated by algorithms when an drift in a concept within the data occurs, causing unacceptable drops in classification accuracy. The dynamic rule classifier is also implemented as a method and a computer program product.
摘要翻译：用于挖掘数据流的动态规则分类器包括用于查看数据流中包含的数据的至少一个窗口和用于挖掘数据的一组规则。添加规则，并且当数据中的概念中的漂移发生时，通过算法更新规则集合，导致分类准确性的不可接受的下降。动态规则分类器也被实现为一种方法和一种计算机程序产品。

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