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11. 发明申请

US20090094265A1 SYSTEMS AND METHODS FOR RIGHTS PROTECTION OF DATASETS WITH DATASET STRUCTURE PRESERVATION 有权
标题翻译：使用数据库结构保存的数据保护的权利和方法
公开(公告)号：US20090094265A1
公开(公告)日：2009-04-09
申请号：US11867826
申请日：2007-10-05
申请人： MICHAIL VLACHOS , Philip Shi-Lung Yu
发明人： MICHAIL VLACHOS , Philip Shi-Lung Yu
IPC分类号： G06F17/30
CPC分类号： G06F21/16
摘要： A system and method for rights protection of a dataset that includes multiple trajectory objects includes determining an intensity power for embedding a watermarking key in a data trajectory. The data trajectory is modified to embed a watermarking key at the intensity power such that the intensity power guarantees an original pair-wise relationship between distance-based neighboring objects before and after embedding of the key such that a modified trajectory provides a watermarked version of the data trajectory.
摘要翻译：包括多个轨迹对象的数据集的权利保护的系统和方法包括确定用于将数字轨迹中嵌入水印密钥的强度功率。修改数据轨迹以将水印密钥嵌入强度功率，使得强度功率保证在嵌入密钥之前和之后的基于距离的相邻对象之间的原始成对关系，使得修改的轨迹提供水印版本的数据轨迹。

12. 发明申请

US20090077148A1 Methods and Apparatus for Perturbing an Evolving Data Stream for Time Series Compressibility and Privacy 有权
标题翻译：扰动不断发展的数据流的时间序列压缩和隐私的方法和装置
公开(公告)号：US20090077148A1
公开(公告)日：2009-03-19
申请号：US11855378
申请日：2007-09-14
申请人： Philip Shi-Lung Yu , Spyridon Papadimitriou
发明人： Philip Shi-Lung Yu , Spyridon Papadimitriou
IPC分类号： G06F17/10 , G06F17/14
CPC分类号： G06N7/02 , G06F17/30539 , G16H50/70
摘要： Techniques for perturbing an evolving data stream are provided. The evolving data stream is received. An online linear transformation is applied to received values of the evolving data stream generating a plurality of transform coefficients. A plurality of significant transform coefficients are selected from the plurality of transform coefficients. Noise is embedded into each of the plurality of significant transform coefficients, thereby perturbing the evolving data stream. A total noise variance does not exceed a defined noise variance threshold.
摘要翻译：提供了扰乱演进数据流的技术。收到不断发展的数据流。在线线性变换被应用于产生多个变换系数的演进数据流的接收值。从多个变换系数中选择多个有效变换系数。噪声嵌入到多个有效变换系数中的每一个中，从而扰乱演进数据流。总噪声方差不超过定义的噪声方差阈值。

13. 发明申请

US20080250265A1 SYSTEMS AND METHODS FOR PREDICTIVE FAILURE MANAGEMENT 有权
标题翻译：预测失效管理系统与方法
公开(公告)号：US20080250265A1
公开(公告)日：2008-10-09
申请号：US11696795
申请日：2007-04-05
申请人： SHU-PING CHANG , Xiaohui Gu , Spyridon Papadimitriou , Philip Shi-lung Yu
发明人： SHU-PING CHANG , Xiaohui Gu , Spyridon Papadimitriou , Philip Shi-lung Yu
IPC分类号： G06F11/00
CPC分类号： G06F11/008 , G06F11/0709 , G06F11/0751 , H04L41/0663 , H04L41/147 , H04L43/022 , H04L43/0817
摘要： A system and method for using continuous failure predictions for proactive failure management in distributed cluster systems includes a sampling subsystem configured to continuously monitor and collect operation states of different system components. An analysis subsystem is configured to build classification models to perform on-line failure predictions. A failure prevention subsystem is configured to take preventive actions on failing components based on failure warnings generated by the analysis subsystem.
摘要翻译：用于在分布式集群系统中使用连续故障预测进行主动故障管理的系统和方法包括：被配置为连续监视和收集不同系统组件的操作状态的采样子系统。分析子系统被配置为构建分类模型以执行在线故障预测。故障预防子系统被配置为根据分析子系统生成的故障警告对故障组件采取预防措施。

14. 发明授权

US07418455B2 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：US07418455B2
公开(公告)日：2008-08-26
申请号：US10723229
申请日：2003-11-26
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 , G06F17/00
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。

15. 发明申请

US20080172355A1 LOAD SHEDDING IN CONTINUAL QUERY SYSTEMS 审中-公开
标题翻译：连续查询系统中的负载冲击
公开(公告)号：US20080172355A1
公开(公告)日：2008-07-17
申请号：US11622782
申请日：2007-01-12
申请人： Bugra Gedik , Kun-Lung Wu , Philip Shi-lung Yu
发明人： Bugra Gedik , Kun-Lung Wu , Philip Shi-lung Yu
IPC分类号： G06F7/06
CPC分类号： G06F16/2471
摘要： A system and method for processing continual queries includes partitioning an entire monitoring area into regions of different size based upon node and query densities, and deciding an amount of information updates to be received from nodes in the regions based upon load conditions in each region. Information updates are received based on the amount of information updates determined for each region.
摘要翻译：用于处理连续查询的系统和方法包括基于节点和查询密度将整个监视区域划分成不同大小的区域，以及基于每个区域中的负载条件来确定要从区域中的节点接收的信息更新量。基于为每个区域确定的信息更新量来接收信息更新。

16. 发明授权

US07353218B2 Methods and apparatus for clustering evolving data streams through online and offline components 有权
标题翻译：通过在线和离线组件对不断发展的数据流进行聚类的方法和装置
公开(公告)号：US07353218B2
公开(公告)日：2008-04-01
申请号：US10641951
申请日：2003-08-14
申请人： Charu C. Aggarwal , Philip Shi-Lung Yu
发明人： Charu C. Aggarwal , Philip Shi-Lung Yu
IPC分类号： G06F7/00 , G06F17/30 , G06F17/00
CPC分类号： G06F17/30516 , G06F17/30598 , Y10S707/99931 , Y10S707/99943
摘要： A technique of clustering data of a data stream is provided. Online statistics are first created from the data stream. Offline processing of the online statistics is then performed when offline processing either required or desired. Online statistics may be created through the reception of data points from the data stream and the formation and updating of data groups. Offline processing may be performed by reclustering groups of data points around sampled data points and reporting the newly formed clusters.
摘要翻译：提供了一种数据流数据聚类技术。在线统计信息首先从数据流创建。然后，当离线处理需要或需要时，执行脱机处理在线统计信息。可以通过从数据流接收数据点以及数据组的形成和更新来创建在线统计。离线处理可以通过重新聚集采样数据点周围的数据点组并报告新形成的簇来执行。

17. 发明授权

US07287023B2 Index structure for supporting structural XML queries 失效
标题翻译：用于支持结构XML查询的索引结构
公开(公告)号：US07287023B2
公开(公告)日：2007-10-23
申请号：US10723206
申请日：2003-11-26
申请人： Wei Fan , Haixun Wang , Philip Shi-Lung Yu
发明人： Wei Fan , Haixun Wang , Philip Shi-Lung Yu
IPC分类号： G06F17/30
CPC分类号： G06F17/30911 , Y10S707/99933 , Y10S707/99943
摘要： The present invention provides a ViST (or “virtual suffix tree”), which is a novel index structure for searching XML documents. By representing both XML documents and XML queries in structure-encoded sequences, it is shown that querying XML data is equivalent to finding (non-contiguous) subsequence matches. A variety of XML queries, including those with branches, or wild-cards (‘*’ and ‘//’), can be expressed by structure-encoded sequences. Unlike index methods that disassemble a query into multiple sub-queries, and then join the results of these sub-queries to provide the final answers, ViST uses tree structures as the basic unit of query to avoid expensive join operations. Furthermore, ViST provides a unified index on both content and structure of the XML documents, hence it has a performance advantage over methods indexing either just content or structure. ViST supports dynamic index update, and it relies solely on B+Trees without using any specialized data structures that are not well supported by common database management systems (hereinafter referred to as “DBMSs”).
摘要翻译：本发明提供了一种ViST（或“虚拟后缀树”），其是用于搜索XML文档的新型索引结构。通过在结构编码序列中同时表示XML文档和XML查询，显示查询XML数据等同于查找（非连续）子序列匹配。各种XML查询（包括具有分支的查询）或通配符（'*'和'//'）可以由结构编码的序列表示。不同于将查询反汇编成多个子查询的索引方法，然后加入这些子查询的结果以提供最终答案，ViST使用树结构作为查询的基本单位，以避免昂贵的连接操作。此外，ViST为XML文档的内容和结构提供了一个统一的索引，因此与仅通过内容或结构索引方法相比，它具有性能优势。 ViST支持动态索引更新，它仅仅依赖于B＆lt; +＆gt;树，而不使用通用数据库管理系统（以下简称“DBMS”）不能很好地支持的任何专门的数据结构。

18. 发明申请

US20070121674A1 Systems and methods for correlation of burst events among data streams 有权
标题翻译：数据流间突发事件相关的系统和方法
公开(公告)号：US20070121674A1
公开(公告)日：2007-05-31
申请号：US11540436
申请日：2006-09-29
申请人： Shyh-Kwei Chen , Michail Vlachos , Kun-Lung Wu , Philip Shi-lung Yu
发明人： Shyh-Kwei Chen , Michail Vlachos , Kun-Lung Wu , Philip Shi-lung Yu
IPC分类号： H04J3/22
CPC分类号： G06Q10/04 , G06Q40/00 , G06Q50/00 , H04L41/064 , H04L43/0894
摘要： Systems and methods for the identification of correlated burst events among two or more data streams, given one or more specific query time spans are disclosed. Also broadly contemplated is the act of finding, from one or more data streams, those streams that have correlated burst events with another given data stream within a time span.
摘要翻译：公开了用于在给定一个或多个特定查询时间跨度的两个或多个数据流之间识别相关突发事件的系统和方法。还广泛考虑的是从一个或多个数据流中发现在时间跨度内具有与另一个给定数据流相关联的突发事件的那些流的动作。

19. 发明授权

US07016968B2 Method and apparatus for facilitating the providing of content 有权
公开(公告)号：US07016968B2
公开(公告)日：2006-03-21
申请号：US09888181
申请日：2001-06-22
申请人： Barry E. Willner , Philip Shi-lung Yu , David P. Greene , Edith H. Stern
发明人： Barry E. Willner , Philip Shi-lung Yu , David P. Greene , Edith H. Stern
IPC分类号： G06F15/16
CPC分类号： H04L67/2819 , H04L29/06 , H04L67/02 , H04L67/2842 , H04L67/289 , H04L67/36
摘要： A system, method, apparatus, and computer program code for providing content to a device, wherein operation of the device may be interrupted as a result of a display of content by the device. According to embodiments of the present invention, a plurality of content segments can be identified or selected. In addition, a device (e.g., computer, cellular telephone, personal digital assistant) associated with a recipient of the content segments can be identified or selected. The content segments can then be provided to the device in such a way that display of a content segment by the device may interrupt operation of the device, thereby providing focus on the content segment.

20. 发明授权

US06871201B2 Method for building space-splitting decision tree 失效
标题翻译：建立空间分裂决策树的方法
公开(公告)号：US06871201B2
公开(公告)日：2005-03-22
申请号：US09918952
申请日：2001-07-31
申请人： Philip Shi-lung Yu , Haixun Wang
发明人： Philip Shi-lung Yu , Haixun Wang
IPC分类号： G06F7/00 , G06F17/30 , G06K9/62
CPC分类号： G06F17/30705 , G06K9/6282 , Y10S707/99935 , Y10S707/99937 , Y10S707/99943
摘要： A method is provided for data classification that achieves improved interpretability and accuracy while preserving the efficiency and scalability of univariate decision trees. To build a compact decision tree, the method searches for clusters in subspaces to enable multivariate splitting based on weighted distances to such a cluster. To classify an instance more accurately, the method performs a nearest neighbor (NN) search among the potential nearest leaf nodes of the instance. The similarity measure used in the NN search is based on Euclidean distances defined in different subspaces for different leaf nodes. Since instances are scored by their similarity to a certain class, this approach provides an effective means for target selection that is not supported well by conventional decision trees.
摘要翻译：提供了一种用于数据分类的方法，其实现了改进的可解释性和准确性，同时保持了单变量决策树的效率和可扩展性。为了构建一个紧凑的决策树，该方法将搜索子空间中的群集，以便根据这种群集的加权距离来启用多变量分割。为了更精确地对实例进行分类，该方法在实例的最靠近的叶节点之间执行最近邻（NN）搜索。 NN搜索中使用的相似性度量是基于不同叶节点不同子空间中定义的欧几里德距离。由于实例与某一类别的相似性得分，所以这种方法为常规决策树不能很好地支持目标选择提供了有效的手段。

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