专利快速检索-快速检索全球专利，免费商用专利数据库-IPRDB

31. 发明申请

US20080082473A1 PEER BASED EVENT CONVERSION 有权
标题翻译：基于同事的活动转换
公开(公告)号：US20080082473A1
公开(公告)日：2008-04-03
申请号：US11531901
申请日：2006-09-14
申请人： Genady Grabarnik , Chang-Shing Perng , Abdolreza Salahshour , Balan Subramanian
发明人： Genady Grabarnik , Chang-Shing Perng , Abdolreza Salahshour , Balan Subramanian
IPC分类号： G06N5/02
CPC分类号： G06F17/2247
摘要： A rule set to convert an event into a standardized format can be established based on cooperation among peer processing nodes. A processing node that receives the event takes the initial responsibility to convert the event. The responsible processing node initially attempts to convert the event using locally available rules. If the initial attempt fails, the responsible processing node will communicate the event to peer processing nodes and request them to provide conversion rules. Upon receipt of the rules provided by the peer processing nodes, the responsible processing node combines the received rules with the locally available rules to generate a rule set to convert the event. The responsible processing node may also transfer the event to another processing node for the other processing node to take the responsibility to convert the event.
摘要翻译：可以基于对等处理节点之间的协作来建立将事件转换成标准格式的规则集。接收事件的处理节点负责转换事件。负责的处理节点最初尝试使用本地可用规则转换事件。如果初始尝试失败，负责的处理节点会将事件传达给对等处理节点，并请求它们提供转换规则。在接收到对等处理节点提供的规则时，负责处理节点将接收到的规则与本地可用的规则组合以生成用于转换事件的规则集。负责处理节点还可以将事件传送到另一个处理节点，以便另一个处理节点负责转换事件。

32. 发明申请

US20070226754A1 Methods and Apparatus for Creation of Parsing Rules 有权
标题翻译：用于创建解析规则的方法和装置
公开(公告)号：US20070226754A1
公开(公告)日：2007-09-27
申请号：US11756278
申请日：2007-05-31
申请人： Genady Grabarnik , Sheng Ma , Chang-shing Perng , Abdolreza Salahshour , David Thoenen
发明人： Genady Grabarnik , Sheng Ma , Chang-shing Perng , Abdolreza Salahshour , David Thoenen
IPC分类号： G06F13/00
CPC分类号： G06F8/427
摘要： Techniques for parsing rule creation are provided. A technique for constructing one or more message parsing rules may comprise the following steps. First, message data representing past messages, for example, associated with a network, an application and/or a system being analyzed, is obtained. For example, this may involve reading the past or historical message data from messages logs or having a system point to the message data in existing data storage. Parsing rules are then generated by a process from one or more existing rule templates and/or based on user selection and classification of at least a portion of a message. For example, the user may choose a message part and demonstratively classify the part, for example, as a positive or negative example. The generated rules may then be stored for access by a rule-based parsing system such as a message adaptation system. Prior to generation of the one or more parsing rules, a message structure may be established upon which generation of the rules may be based.
摘要翻译：提供了解析规则创建的技术。用于构建一个或多个消息解析规则的技术可以包括以下步骤。首先，获得表示与网络相关联的过去消息的消息数据，正在分析的应用和/或系统。例如，这可能涉及从消息日志中读取过去或历史消息数据或者将系统指向现有数据存储器中的消息数据。解析规则然后由来自一个或多个现有规则模板的过程和/或基于消息的至少一部分的用户选择和分类生成。例如，用户可以选择一个消息部分并且将该部分示范地分类，例如，作为肯定或否定的示例。然后，所生成的规则可以被存储以用于基于规则的解析系统（例如消息适配系统）的访问。在生成一个或多个解析规则之前，可以建立基于规则的生成的消息结构。

33. 发明申请

US20050027710A1 Methods and apparatus for mining attribute associations 失效
标题翻译：挖掘属性关联的方法和装置
公开(公告)号：US20050027710A1
公开(公告)日：2005-02-03
申请号：US10630992
申请日：2003-07-30
申请人： Sheng Ma , Chang-shing Perng , Haixun Wang , Philip Yu
发明人： Sheng Ma , Chang-shing Perng , Haixun Wang , Philip Yu
IPC分类号： G06F7/00 , G06F17/18 , G06F17/30
CPC分类号： G06F17/18 , G06F17/30539 , Y10S707/99936 , Y10S707/99937 , Y10S707/99943
摘要： Attribute association discovery techniques that support relational-based data mining are disclosed. In one aspect of the invention, a technique for mining attribute associations in a relational data set comprises the following steps/operations. Multiple items are obtained from the relational data set. Then, attribute associations are discovered using: (i) multi-attribute mining templates formed from at least a portion of the multiple items; and (ii) one or more mining preferences specified by a user. The invention provides a novel architecture for the mining search space so as to exploit the inter-relationships among patterns of different templates. The framework is relational-sensitive and supports interactive and online mining.
摘要翻译：公开了支持基于关系的数据挖掘的属性关联发现技术。在本发明的一个方面，用于挖掘关系数据集中的属性关联的技术包括以下步骤/操作。从关系数据集获得多个项目。然后，使用以下方式发现属性关联：（i）由多个项目的至少一部分形成的多属性挖掘模板; 和（ii）用户指定的一个或多个挖掘偏好。本发明提供了一种用于挖掘搜索空间的新型架构，以便利用不同模板的模式之间的相互关系。该框架是关系敏感的，支持交互式和在线挖掘。

34. 发明授权

US08826277B2 Cloud provisioning accelerator 有权
标题翻译：云配置加速器
公开(公告)号：US08826277B2
公开(公告)日：2014-09-02
申请号：US13306506
申请日：2011-11-29
申请人： Rong N. Chang , Mihwa Choi , Yexi Jiang , Meir Laker , Chang-Shing Perng , Hidayatullah H. Shaikh , Edward C. So , Tao Tao
发明人： Rong N. Chang , Mihwa Choi , Yexi Jiang , Meir Laker , Chang-Shing Perng , Hidayatullah H. Shaikh , Edward C. So , Tao Tao
IPC分类号： G06F9/46 , G06F7/00 , G06F9/455 , G06F17/20
CPC分类号： G06F9/45545 , G06F9/45558 , G06F9/5072 , G06F17/20 , G06F2009/45562 , G06F2009/4557 , G06F2209/5019
摘要： High level characteristics are extracted from a virtual machine provisioning request stream for a cloud computing environment. A plurality of prediction models are generated for a plurality of different types of virtual machines. A regression-correlation ensemble is applied to appropriate ones of the prediction models to predict future virtual machine demand for the cloud computing environment.
摘要翻译：从云计算环境的虚拟机配置请求流中提取高级特性。为多个不同类型的虚拟机生成多个预测模型。将回归相关系数应用于适当的预测模型，以预测云计算环境的未来虚拟机需求。

35. 发明授权

US08086596B2 Healthcheck of information technology infrastructure based on log data 失效
标题翻译：基于日志数据的信息技术基础设施的检查
公开(公告)号：US08086596B2
公开(公告)日：2011-12-27
申请号：US12121301
申请日：2008-05-15
申请人： Fausto Bernardini , Rong N. Chang , Chang-Shing Perng , Edward C. So , Chunqiang Tang , Tao Tao , Chun Zhang
发明人： Fausto Bernardini , Rong N. Chang , Chang-Shing Perng , Edward C. So , Chunqiang Tang , Tao Tao , Chun Zhang
IPC分类号： G06F17/30
CPC分类号： G06F11/3419 , G06F11/004 , G06F11/3452 , G06F11/3461 , G06F11/3495
摘要： Checking health of information technology infrastructure based on log data, in one aspect, may collect log data non-intrusively from a production system, said log data at least associated with transactions occurring in the production system and resource utilization of the production system, may normalize said log data into a plurality of log data types, may perform data regression analysis using said plurality of log data types to estimate resources consumed by each of said transactions and throughput of each of said transactions, and may use a queuing model to predict performance of the information technology infrastructure under various workloads.
摘要翻译：基于日志数据检查信息技术基础设施的健康状况，一方面可以从生产系统非侵入性地收集日志数据，所述至少与生产系统中发生的交易和生产系统的资源利用相关联的日志数据可以归一化将日志数据表示为多个日志数据类型，可以使用所述多个日志数据类型来执行数据回归分析，以估计每个所述事务消耗的资源和每个所述事务的吞吐量，并且可以使用排队模型来预测各种工作负载下的信息技术基础设施。

36. 发明授权

US07895611B2 Methods and apparatus for creation of parsing rules 有权
标题翻译：用于创建解析规则的方法和设备
公开(公告)号：US07895611B2
公开(公告)日：2011-02-22
申请号：US11756278
申请日：2007-05-31
申请人： Genady Grabarnik , Sheng Ma , Chang-shing Perng , Abdolreza Salahshour , David H. Thoenen
发明人： Genady Grabarnik , Sheng Ma , Chang-shing Perng , Abdolreza Salahshour , David H. Thoenen
IPC分类号： G06F9/44 , G06F17/00
CPC分类号： G06F8/427
摘要： Techniques for parsing rule creation are provided. A technique for constructing one or more message parsing rules may comprise the following steps. First, message data representing past messages, for example, associated with a network, an application and/or a system being analyzed, is obtained. For example, this may involve reading the past or historical message data from messages logs or having a system point to the message data in existing data storage. Parsing rules are then generated by a process from one or more existing rule templates and/or based on user selection and classification of at least a portion of a message. For example, the user may choose a message part and demonstratively classify the part, for example, as a positive or negative example. The generated rules may then be stored for access by a rule-based parsing system such as a message adaptation system. Prior to generation of the one or more parsing rules, a message structure may be established upon which generation of the rules may be based.
摘要翻译：提供了解析规则创建的技术。用于构建一个或多个消息解析规则的技术可以包括以下步骤。首先，获得表示与网络相关联的过去消息的消息数据，正在分析的应用和/或系统。例如，这可能涉及从消息日志中读取过去或历史消息数据或者将系统指向现有数据存储器中的消息数据。解析规则然后由来自一个或多个现有规则模板的过程和/或基于消息的至少一部分的用户选择和分类生成。例如，用户可以选择一个消息部分并且将该部分示范地分类，例如，作为肯定或否定的示例。然后，所生成的规则可以被存储以用于基于规则的解析系统（例如消息适配系统）的访问。在生成一个或多个解析规则之前，可以建立基于规则的生成的消息结构。

37. 发明授权

US07720785B2 System and method of mining time-changing data streams using a dynamic rule classifier having low granularity 失效
标题翻译：使用具有低粒度的动态规则分类器挖掘时变数据流的系统和方法
公开(公告)号：US07720785B2
公开(公告)日：2010-05-18
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： G06N5/02
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。

38. 发明申请

US20080133750A1 SYSTEM AND PROGRAM PRODUCT FOR THROTTLING EVENTS IN AN INFORMATION TECHNOLOGY SYSTEM 失效
标题翻译：信息技术系统中的扭转事件的系统和程序产品
公开(公告)号：US20080133750A1
公开(公告)日：2008-06-05
申请号：US12027369
申请日：2008-02-07
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
CPC分类号： H04L43/00 , H04L29/06 , H04L41/064 , H04L43/067 , H04L43/16 , H04L67/325 , H04L69/329
摘要： A system and program product for generating throttling parameters for an information management (IT) system based on historical event log data. An embodiment of 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程序产品。该系统的实施例包括：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周期上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。

39. 发明申请

US20070260568A1 SYSTEM AND METHOD OF MINING TIME-CHANGING DATA STREAMS USING A DYNAMIC RULE CLASSIFIER HAVING LOW GRANULARITY 审中-公开
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：US20070260568A1
公开(公告)日：2007-11-08
申请号：US11379692
申请日：2006-04-21
申请人： Chang-shing Perng , Haixun Wang
发明人： Chang-shing Perng , Haixun Wang
IPC分类号： G06N5/02
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。

40. 发明授权

US07243100B2 Methods and apparatus for mining attribute associations 失效
标题翻译：挖掘属性关联的方法和装置
公开(公告)号：US07243100B2
公开(公告)日：2007-07-10
申请号：US10630992
申请日：2003-07-30
申请人： Sheng Ma , Chang-shing Perng , Haixun Wang , Philip Shi-Lung Yu
发明人： Sheng Ma , Chang-shing Perng , Haixun Wang , Philip Shi-Lung Yu
IPC分类号： G06F17/30 , G06F17/00
CPC分类号： G06F17/18 , G06F17/30539 , Y10S707/99936 , Y10S707/99937 , Y10S707/99943
摘要： Attribute association discovery techniques that support relational-based data mining are disclosed. In one aspect of the invention, a technique for mining attribute associations in a relational data set comprises the following steps/operations. Multiple items are obtained from the relational data set. Then, attribute associations are discovered using: (i) multi-attribute mining templates formed from at least a portion of the multiple items; and (ii) one or more mining preferences specified by a user. The invention provides a novel architecture for the mining search space so as to exploit the inter-relationships among patterns of different templates. The framework is relational-sensitive and supports interactive and online mining.
摘要翻译：公开了支持基于关系的数据挖掘的属性关联发现技术。在本发明的一个方面，用于挖掘关系数据集中的属性关联的技术包括以下步骤/操作。从关系数据集获得多个项目。然后，使用以下方式发现属性关联：（i）由多个项目的至少一部分形成的多属性挖掘模板; 和（ii）用户指定的一个或多个挖掘偏好。本发明提供了一种用于挖掘搜索空间的新型架构，以便利用不同模板的模式之间的相互关系。该框架是关系敏感的，支持交互式和在线挖掘。

你已经成功收藏专利！

检索式保存成功!

IPRDB

热门服务

关于我们

友情链接

联系方式