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1. 发明申请

US20120330996A1 MULTI-GRANULARITY HIERARCHICAL AGGREGATE SELECTION BASED ON UPDATE, STORAGE AND RESPONSE CONSTRAINTS 失效
标题翻译：基于更新，存储和响应约束的多粒度分层聚类选择
公开(公告)号：US20120330996A1
公开(公告)日：2012-12-27
申请号：US13169514
申请日：2011-06-27
申请人： Yuan-Chi Chang , Lawrence Koved , Christian A. Lang , Igor Sominsky
发明人： Yuan-Chi Chang , Lawrence Koved , Christian A. Lang , Igor Sominsky
IPC分类号： G06F17/30
CPC分类号： G06F17/30551 , G06F17/30489
摘要： Techniques are disclosed for multi-granularity hierarchical aggregate selection based on update, storage and response constraints. For example, for a temporal hierarchy of aggregation statistics associated with a plurality of database records, wherein the temporal hierarchy comprises two or more aggregation statistics levels and each level has a different temporal granularity associated therewith, a method comprises iteratively modifying the temporal hierarchy to at least one of: (a) minimize a storage usage cost while satisfying a temporal hierarchy update constraint and a query response time constraint; (b) reduce a temporal hierarchy update time and a query response time while satisfying a storage usage constraint; and (c) minimize a query response time for frequently applied queries that do not shift in time while satisfying the storage usage constraint, wherein the resulting temporal hierarchy that achieves at least one of (a), (b) and (c) is identified as an optimal temporal hierarchy.
摘要翻译：公开了基于更新，存储和响应约束的多粒度分级聚合选择的技术。例如，对于与多个数据库记录相关联的聚合统计的时间层级，其中时间层级包括两个或多个聚合统计级别，并且每个级别具有与之相关联的不同时间粒度，一种方法包括将时间层级迭代地修改为至少一个：（a）在满足时间层次更新约束和查询响应时间约束的同时最小化存储使用成本; （b）在满足存储使用限制的同时减少时间层次更新时间和查询响应时间; （c）最小化在满足存储使用限制的同时不随时间移动的频繁应用的查询的查询响应时间，其中识别达到（a），（b）和（c）中的至少一个的所得到的时间层级，作为最优时间层级。

2. 发明申请

US20120109992A1 Query Rewrite With Auxiliary Attributes In Query Processing Operations 审中-公开
标题翻译：在查询处理操作中使用辅助属性进行查询重写
公开(公告)号：US20120109992A1
公开(公告)日：2012-05-03
申请号：US13346366
申请日：2012-01-09
申请人： Yuan-Chi Chang , Matthew L. Hill
发明人： Yuan-Chi Chang , Matthew L. Hill
IPC分类号： G06F17/30
CPC分类号： G06F16/24534 , Y10S707/99932 , Y10S707/99933 , Y10S707/99934 , Y10S707/99935
摘要： Techniques are provided for rewriting queries during a database query processing operation to include auxiliary attributes not included in the original query, thus improving processing efficiency. For example, a technique for rewriting a query in a query processing operation includes the following steps. The query is processed in accordance with at least a portion of a data set, producing query results. Data attributes from the query results are analyzed. At least one new predicate from at least one auxiliary data attribute is appended on the query.
摘要翻译：提供技术用于在数据库查询处理操作期间重写查询以包括原始查询中不包括的辅助属性，从而提高处理效率。例如，用于在查询处理操作中重写查询的技术包括以下步骤。该查询根据数据集的至少一部分进行处理，产生查询结果。分析查询结果中的数据属性。至少一个辅助数据属性的新谓词至少附加在查询上。

3. 发明申请

US20110066457A1 ANALYTICS INTEGRATION SERVER WITHIN A COMPREHENSIVE FRAMEWORK FOR COMPOSING AND EXECUTING ANALYTICS APPLICATIONS IN BUSINESS LEVEL LANGUAGES 有权
标题翻译：在业务层面语言中组合和执行分析应用的综合框架中的分析集成服务器
公开(公告)号：US20110066457A1
公开(公告)日：2011-03-17
申请号：US12559388
申请日：2009-09-14
申请人： Yuan Chi Chang , Manoj Kumar , Chung-Sheng Li
发明人： Yuan Chi Chang , Manoj Kumar , Chung-Sheng Li
IPC分类号： G06Q10/00 , G06F9/54 , G06F17/30 , G06F15/16
CPC分类号： G06Q10/10
摘要： Systems, methods and articles of manufacture are disclosed for building and executing analytics solutions. Such a solution may provide a comprehensive analytics solution (e.g., a risk assessment, fraud detection solution, dynamic operational risk evaluations, regulatory compliance assessments, etc.). The analytics solution may perform an analytics task using operational data distributed across a variety of independently created and governed data repositories in different departments of an organization. A framework is disclosed which allows a user (e.g., a risk analyst) to compose analytical tools that can access data from a variety of sources (both internal and external to an enterprise) and perform a variety of analytic functions.
摘要翻译：披露了构建和执行分析解决方案的系统，方法和制造。这样的解决方案可以提供全面的分析解决方案（例如，风险评估，欺诈检测解决方案，动态操作风险评估，监管合规性评估等）。分析解决方案可以使用分布在组织不同部门的各种独立创建和管理的数据存储库中的操作数据执行分析任务。公开了允许用户（例如，风险分析员）组成可以从各种来源（企业内部和外部）访问数据并执行各种分析功能的分析工具的框架。

4. 发明授权

US07877390B2 Systems and methods for providing autonomous persistent storage systems 失效
标题翻译：提供自主持久存储系统的系统和方法
公开(公告)号：US07877390B2
公开(公告)日：2011-01-25
申请号：US10689091
申请日：2003-10-20
申请人： Yuan-Chi Chang
发明人： Yuan-Chi Chang
IPC分类号： G06F7/00
CPC分类号： G06F17/30607
摘要： Systems, methods and services for generating autonomous persistent storage systems that are self-configurable and self-managing, based on user-submitted entity definitions. For example, systems and methods are provided for automatically creating and updating persistent storage structures based on entity definitions, automatically populating persistent storage space with instance data of defined entities, automatically generating and adapting methods for accessing instance data in persistent storage, searching instance data and automatically optimizing search methods for instance data, and automatically creating and managing a cache of frequently accessed instance data.
摘要翻译：基于用户提交的实体定义，用于生成自配置和自我管理的自治永久存储系统的系统，方法和服务。例如，提供了系统和方法，用于基于实体定义自动创建和更新持久存储结构，使用定义的实体的实例数据自动填充持久存储空间，自动生成和调整用于访问持久存储中的实例数据的方法，搜索实例数据和自动优化用于实例数据的搜索方法，并自动创建和管理经常访问的实例数据的缓存。

5. 发明申请

US20060190425A1 Method for merging multiple ranked lists with bounded memory 审中-公开
标题翻译：将多个排名列表与有界记忆合并的方法
公开(公告)号：US20060190425A1
公开(公告)日：2006-08-24
申请号：US11064605
申请日：2005-02-24
申请人： Yuan-Chi Chang , Christian Lang , Apostol Natsev , Sriram Padmanabhan , Min Wang , Ioana Stanoi
发明人： Yuan-Chi Chang , Christian Lang , Apostol Natsev , Sriram Padmanabhan , Min Wang , Ioana Stanoi
IPC分类号： G06F17/30
CPC分类号： G06F16/5838 , G06F16/24549
摘要： Systems and methods for conducting attribute-based queries over a plurality of objects using bounded memory locations and minimizing costly input and output operations are provided. A plurality of attributes are associated with each object, and a plurality of data groups, one each for the identified attributes are created. The objects associated with the attributes are placed into the appropriate data groups, and the objects contained within each data group are sorted into blocks such that each block within a given attribute contains that objects having the same attribute value. Results to the query are created by loading blocks into a primary memory location in a middleware system and combining the loaded blocks to create the desire query results. Block combinations are created based upon the fit of the given block combination to the query as expressed in an aggregation function. A second dedicated memory location can also be provided to hold multiple block combinations to optimize the order in which blocks are loaded and combined. Empty block buffers and external storage devices can also be provided to further enhance the generation of query results.
摘要翻译：提供了使用有限存储器位置对多个对象进行基于属性的查询并最小化昂贵的输入和输出操作的系统和方法。多个属性与每个对象相关联，并且创建多个数据组，每个数据组各自用于所识别的属性。与属性相关联的对象被放置到适当的数据组中，并且每个数据组中包含的对象被排序成块，使得给定属性中的每个块包含具有相同属性值的对象。通过将块加载到中间件系统中的主存储器位置并组合加载的块以创建期望查询结果来创建查询的结果。基于给定块组合对于在聚合函数中表达的查询的拟合来创建块组合。还可以提供第二专用存储器位置以保持多个块组合以优化块被加载和组合的顺序。还可以提供空块缓冲区和外部存储设备，以进一步增强查询结果的生成。

6. 发明授权

US06408300B1 Multidimensional indexing structure for use with linear optimization queries 失效
标题翻译：用于线性优化查询的多维索引结构
公开(公告)号：US06408300B1
公开(公告)日：2002-06-18
申请号：US09360366
申请日：1999-07-23
申请人： Lawrence David Bergman , Vittorio Castelli , Yuan-Chi Chang , Chung-Sheng Li , John Richard Smith
发明人： Lawrence David Bergman , Vittorio Castelli , Yuan-Chi Chang , Chung-Sheng Li , John Richard Smith
IPC分类号： G06F1730
CPC分类号： G06F17/30333 , Y10S707/99934 , Y10S707/99942 , Y10S707/99945 , Y10S707/99948
摘要： Linear optimization queries, which usually arise in various decision support and resource planning applications, are queries that retrieve top N data records (where N is an integer greater than zero) which satisfy a specific optimization criterion. The optimization criterion is to either maximize or minimize a linear equation. The coefficients of the linear equation are given at query time. Methods and apparatus are disclosed for constructing, maintaining and utilizing a multidimensional indexing structure of database records to improve the execution speed of linear optimization queries. Database records with numerical attributes are organized into a number of layers and each layer represents a geometric structure called convex hull. Such linear optimization queries are processed by searching from the outer-most layer of this multi-layer indexing structure inwards. At least one record per layer will satisfy the query criterion and the number of layers needed to be searched depends on the spatial distribution of records, the query-issued linear coefficients, and N, the number of records to be returned. When N is small compared to the total size of the database, answering the query typically requires searching only a small fraction of all relevant records, resulting in a tremendous speedup as compared to linearly scanning the entire dataset.
摘要翻译：通常在各种决策支持和资源规划应用中出现的线性优化查询是检索满足特定优化标准的前N个数据记录（其中N是大于零的整数）的查询。优化标准是最大化或最小化线性方程。查询时给出线性方程的系数。公开了用于构建，维护和利用数据库记录的多维索引结构以提高线性优化查询的执行速度的方法和装置。具有数值属性的数据库记录被分为多个层，每个层表示一个称为凸包的几何结构。通过从该多层索引结构的最外层向内搜索来处理这样的线性优化查询。每层至少一个记录将满足查询条件，需要搜索的层数取决于记录的空间分布，查询发出的线性系数，N，要返回的记录数。当N与数据库的总大小相比较小时，回答查询通常只需要搜索所有相关记录的一小部分，与线性扫描整个数据集相比，导致了巨大的加速。

7. 发明授权

US10127299B2 Analytics information directories within a comprehensive framework for composing and executing analytics applications in business level languages 有权
公开(公告)号：US10127299B2
公开(公告)日：2018-11-13
申请号：US12559399
申请日：2009-09-14
申请人： Manoj Kumar , Yuan Chi Chang , Chung-Sheng Li
发明人： Manoj Kumar , Yuan Chi Chang , Chung-Sheng Li
IPC分类号： G06F17/30
摘要： Systems, methods and articles of manufacture are disclosed for building and executing analytics solutions. Such a solution may provide a comprehensive analytics solution (e.g., a risk assessment, fraud detection solution, dynamic operational risk evaluations, regulatory compliance assessments, etc.). The analytics solution may perform an analytics task using operational data distributed across a variety of independently created and governed data repositories in different departments of an organization. A framework is disclosed which allows a user (e.g., a risk analyst) to compose analytical tools that can access data from a variety of sources (both internal and external to an enterprise) and perform a variety of analytic functions.

8. 发明授权

US09021007B2 Enabling interoperability between participants in a network 有权
标题翻译：实现网络参与者之间的互操作性
公开(公告)号：US09021007B2
公开(公告)日：2015-04-28
申请号：US12178980
申请日：2008-07-24
申请人： Charu C. Aggarwal , Murray Scott Campbell , Yuan-Chi Chang , Matthew Leon Hill , Chung-Sheng Li , Milind R. Naphade , Sriram K. Padmanabhan , John R. Smith , Min Wang , Kun-Lung Wu , Philip Shilung Yu
发明人： Charu C. Aggarwal , Murray Scott Campbell , Yuan-Chi Chang , Matthew Leon Hill , Chung-Sheng Li , Milind R. Naphade , Sriram K. Padmanabhan , John R. Smith , Min Wang , Kun-Lung Wu , Philip Shilung Yu
IPC分类号： G06F15/16 , H04L12/18 , G06Q10/06 , G06Q10/10 , G06Q40/04 , H04L29/08 , G06F19/00 , H04L12/58
CPC分类号： H04L12/1859 , G06Q10/06 , G06Q10/10 , G06Q40/04 , G16H50/80 , H04L51/14 , H04L67/125 , H04L67/2823
摘要： Interoperability is enabled between participants in a network by determining values associated with a value metric defined for at least a portion of the network. Information flow is directed between two or more of the participants based at least in part on semantic models corresponding to the participants and on the values associated with the value metric. The semantic models may define interactions between the participants and define at least a portion of information produced or consumed by the participants. The determination of the values and the direction of the information flow may be performed multiple times in order to modify the one or more value metrics. The direction of information flow may allow participants to be deleted from the network, may allow participants to be added to the network, or may allow behavior of the participants to be modified.
摘要翻译：通过确定与为网络的至少一部分定义的值度量相关联的值来在网络中的参与者之间启用互操作性。至少部分地基于与参与者对应的语义模型和与值度量相关联的值，在两个或多个参与者之间引导信息流。语义模型可以定义参与者之间的交互，并定义参与者产生或消费的信息的至少一部分。可以多次执行信息流的值和方向的确定，以便修改一个或多个值度量。信息流的方向可以允许从网络中删除参与者，可以允许参与者被添加到网络中，或者允许参与者的行为被修改。

9. 发明申请

US20130097168A1 METHOD TO IDENTIFY COMMON STRUCTURES IN FORMATTED TEXT DOCUMENTS 审中-公开
标题翻译：识别格式文本文档中的公共结构的方法
公开(公告)号：US20130097168A1
公开(公告)日：2013-04-18
申请号：US13440504
申请日：2012-04-05
申请人： Yuan-chi Chang , Debdoot Mukherjee , Vibha Singhal Sinha , Biplav Srivastava
发明人： Yuan-chi Chang , Debdoot Mukherjee , Vibha Singhal Sinha , Biplav Srivastava
IPC分类号： G06F17/30
CPC分类号： G06F16/93 , G06F16/353
摘要： A computer implemented method, computer program product and data processing system, for identifying common structures shared across a plurality of formatted text documents. The common structure is presented as a sequence of landmarks, each of which has a starting and ending marker to describe the borders of text. The common structure is identified by counting the occurrences of repeating text segments across documents. Frequently co-occurred adjacent segments become candidates for markers of landmarks. In addition, styling information of textual content within a landmark is extracted and mapped to rules. The rules are used to merge and summarize content from multiple documents, which gives an advantage over current practice of content concatenation.
摘要翻译：一种计算机实现的方法，计算机程序产品和数据处理系统，用于识别在多个格式化的文本文档之间共享的共同结构。公共结构呈现为一系列地标，每个地标都有一个开始和结束标记来描述文本的边界。通过对跨文档重复文本段的出现进行计数来识别公共结构。经常共同发生的相邻片段成为地标标记的候选者。另外，提取地标内的文本内容的样式信息并映射到规则。这些规则用于合并和汇总来自多个文档的内容，这比现有的内容级联实践更有优势。

10. 发明授权

US08401993B2 Analytics integration server within a comprehensive framework for composing and executing analytics applications in business level languages 有权
标题翻译：全面的框架中的分析集成服务器，用于以业务级语言编写和执行分析应用程序
公开(公告)号：US08401993B2
公开(公告)日：2013-03-19
申请号：US12559388
申请日：2009-09-14
申请人： Manoj Kumar , Yuan Chi Chang , Chung-Sheng Li
发明人： Manoj Kumar , Yuan Chi Chang , Chung-Sheng Li
IPC分类号： G06F7/00
CPC分类号： G06Q10/10
摘要： Systems, methods and articles of manufacture are disclosed for building and executing analytics solutions. Such a solution may provide a comprehensive analytics solution (e.g., a risk assessment, fraud detection solution, dynamic operational risk evaluations, regulatory compliance assessments, etc.). The analytics solution may perform an analytics task using operational data distributed across a variety of independently created and governed data repositories in different departments of an organization. A framework is disclosed which allows a user (e.g., a risk analyst) to compose analytical tools that can access data from a variety of sources (both internal and external to an enterprise) and perform a variety of analytic functions.
摘要翻译：披露了构建和执行分析解决方案的系统，方法和制造。这样的解决方案可以提供全面的分析解决方案（例如，风险评估，欺诈检测解决方案，动态操作风险评估，监管合规性评估等）。分析解决方案可以使用分布在组织不同部门的各种独立创建和管理的数据存储库中的操作数据执行分析任务。公开了允许用户（例如，风险分析员）组成可以从各种来源（企业内部和外部）访问数据并执行各种分析功能的分析工具的框架。

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