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1. 发明授权

US07533096B2 Computer-based method for finding similar objects using a taxonomy 失效
标题翻译：使用分类法查找类似对象的基于计算机的方法
公开(公告)号：US07533096B2
公开(公告)日：2009-05-12
申请号：US11457069
申请日：2006-07-12
申请人： Julia Elizabeth Rice , Peter Schwarz , Yu Deng
发明人： Julia Elizabeth Rice , Peter Schwarz , Yu Deng
IPC分类号： G06F17/30
CPC分类号： G06F17/30979 , Y10S707/99936 , Y10S707/99937 , Y10S707/99942
摘要： A generalized axiomatic definition of information-theoretic similarity is provided for taxonomies that are structured as directed acyclic graph form which multiple terns may be used to describe an object. The definition is adaptable in the presence of ambiguity, as introduced by an evolving taxonomy or classifiers with imperfect knowledge, and two new similarity measures are introduced based on the definitions. A pragmatic implementation is also provided for similarity measures that arc tightly integrated with an object-relational database and scales to large taxonomies and large datasets.
摘要翻译：提供了信息理论相似性的广义公理定义，用于分类法，其被构造为有向无环图，其可以使用多个元素来描述对象。该定义在存在歧义的情况下是适应性的，由不断变化的分类法引入或具有不完全知识的分类器，并且基于定义引入了两种新的相似性度量。还提供了与对象关系数据库紧密集成的相似性度量的实用性实现，并扩展到大型分类法和大型数据集。

2. 发明授权

US08880558B2 Cloud services creation based on graph mapping 有权
标题翻译：基于图形映射创建云服务
公开(公告)号：US08880558B2
公开(公告)日：2014-11-04
申请号：US12829177
申请日：2010-07-01
申请人： Yu Deng , Michael R. Head , Andrzej Kochut , Jonathan P. Munson , Anca Sailer , Hidayatullah Shaikh
发明人： Yu Deng , Michael R. Head , Andrzej Kochut , Jonathan P. Munson , Anca Sailer , Hidayatullah Shaikh
IPC分类号： G06F17/00 , G06F9/44
CPC分类号： G06F8/10 , G06F8/60 , G06F9/5072 , G06Q10/10
摘要： A method for service creation based on graph mapping including constructing a graph having leaf nodes in an environment including business support nodes associated with respective services and operations support nodes including attribute models, identifying a plurality of services at a level of the leafs in the graph, extending the graph by representing existing services offerings in terms of operation level service definitions and new services at the level of the leafs, and re-combining leaf nodes to define new services at service creation time.
摘要翻译：一种基于图形映射的服务创建方法，包括在环境中构建具有叶节点的图，包括与相应服务相关联的业务支持节点和包括属性模型的操作支持节点，在图中的叶片的级别识别多个服务，通过在叶级别的操作级服务定义和新服务方面表示现有服务产品来扩展图，并且重新组合叶节点以在服务创建时定义新服务。

3. 发明申请

US20140074561A1 CONFIGURABLE RATING AND METERING 审中-公开
公开(公告)号：US20140074561A1
公开(公告)日：2014-03-13
申请号：US13612481
申请日：2012-09-12
申请人： Yu Deng , Alexei Karve , Andrezej Kochut , Randy Allan Rendahl , Anca Sailer , Hidayatullah Habeebullah Shaikh
发明人： Yu Deng , Alexei Karve , Andrezej Kochut , Randy Allan Rendahl , Anca Sailer , Hidayatullah Habeebullah Shaikh
IPC分类号： G06Q10/06
CPC分类号： G06Q10/06315
摘要： A method for creating a configurable model for rating and metering resource usage, the method includes utilizing at least one rating context for a contract of a registered offering, wherein the registered offering is a resource, monitoring the resource usage to create a usage record, optimizing the collection of the usage data based on revenue potential and metering costs, contextualizing a usage record of the resource, generating rated usage data according to the usage record, and tuning a performance indicator of a metering definition for the registered offering based on the rated usage data.

4. 发明申请

US20130018764A1 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：US20130018764A1
公开(公告)日：2013-01-17
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： G06Q30/00
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：访问用于客户的服务单元的计费周期内的先前使用的记录，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个服务单元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。

5. 发明申请

US20120005342A1 Cloud Service Cost-Optimal Data Center Assignment 有权
标题翻译：云服务成本优化数据中心分配
公开(公告)号：US20120005342A1
公开(公告)日：2012-01-05
申请号：US12829189
申请日：2010-07-01
申请人： Yu Deng , Michael R. Head , Andrzej Kochut , Jonathan P. Munson , Anca Sailer , Hidayatullah Shaikh
发明人： Yu Deng , Michael R. Head , Andrzej Kochut , Jonathan P. Munson , Anca Sailer , Hidayatullah Shaikh
IPC分类号： G06Q10/00 , G06F15/173
CPC分类号： G06Q10/00 , G06F9/5044 , G06F9/5072 , G06Q10/0631
摘要： A method for service creation and mapping between at least two support systems includes provisioning a service based on a service requirement and a plurality of available data centers, collecting a value of the service requirement and a cost associated with the service, matching resource types of the data centers to resource availability, determining at least one valid data center from the plurality of data centers, and selecting a valid data center with a minimum cost for service placement and provisioning.
摘要翻译：一种用于至少两个支持系统之间的服务创建和映射的方法包括基于服务需求和多个可用数据中心来提供服务，收集服务需求的价值和与该服务相关联的成本，数据中心到资源可用性，从多个数据中心确定至少一个有效的数据中心，并以最小的成本为服务放置和供应选择有效的数据中心。

6. 发明申请

US20110082859A1 INFORMATION THEORY BASED RESULT MERGING FOR SEARCHING HIERARCHICAL ENTITIES ACROSS HETEROGENEOUS DATA SOURCES 失效
标题翻译：基于异构数据源搜索分层实体的信息理论结果合并
公开(公告)号：US20110082859A1
公开(公告)日：2011-04-07
申请号：US12575210
申请日：2009-10-07
申请人： Yu Deng , Murthy V. Devarakonda , Rafah A. Hosn , Ruchi Mahindru , Nithya Rajamani , Soumitra Sarkar
发明人： Yu Deng , Murthy V. Devarakonda , Rafah A. Hosn , Ruchi Mahindru , Nithya Rajamani , Soumitra Sarkar
IPC分类号： G06F17/30
CPC分类号： G06F17/3053 , G06F17/30451 , G06F17/30598 , G06F17/30867 , G06F17/30941
摘要： A method, system, and computer program product are disclosed for merging search results. In one embodiment, the method comprises identifying a query, splitting the query into sub-queries, and calculating information content for each of the sub-queries. This method also comprises executing each of the sub-queries to obtain a plurality of search results, and combining the search results based on the information content calculated for the sub-queries. In an embodiment, the execution of each of the sub-queries includes identifying a multitude of search results for at least one of the sub-queries; and the combining includes grouping said multitude of search results into a plurality of clusters, and computing a relevance score for each of said clusters. In the embodiment the combining further includes merging the clusters based on the relevance scores computed for the clusters as well as the information content calculated for the sub-queries.
摘要翻译：公开了一种用于合并搜索结果的方法，系统和计算机程序产品。在一个实施例中，该方法包括识别查询，将查询分割成子查询，以及计算每个子查询的信息内容。该方法还包括执行每个子查询以获得多个搜索结果，并且基于为子查询计算的信息内容来组合搜索结果。在一个实施例中，每个子查询的执行包括识别至少一个子查询的大量搜索结果; 并且所述组合包括将所述多个搜索结果分组为多个群集，以及计算每个所述群集的相关性得分。在该实施例中，组合还包括基于针对集群计算的相关性分数以及为子查询计算的信息内容来合并集群。

7. 发明授权

US07346058B1 Multiprotocol encapsulation system and method 有权
标题翻译：多协议封装系统和方法
公开(公告)号：US07346058B1
公开(公告)日：2008-03-18
申请号：US10305640
申请日：2002-11-27
申请人： Sriram Natarajan , Sharat Prasad , Yu Deng
发明人： Sriram Natarajan , Sharat Prasad , Yu Deng
IPC分类号： H04L12/28
CPC分类号： H04L1/0041 , H04L1/0072 , H04L1/0083 , H04L2212/00
摘要： A multiprotocol encapsulation method and system for transporting different protocols over Ethernet are disclosed. The method includes receiving frames from an optical interface and identifying a protocol of the frame. The frames are multiprotocol and include storage network interface protocols. The frames are encapsulated into Ethernet protocol and transported over an Ethernet link.
摘要翻译：公开了一种用于通过以太网传输不同协议的多协议封装方法和系统。该方法包括从光接口接收帧并识别该帧的协议。这些帧是多协议的，包括存储网络接口协议。帧被封装成以太网协议并通过以太网链路传输。

8. 发明授权

US09122509B2 Co-location of virtual machines with nested virtualization 有权
标题翻译：虚拟机与嵌套虚拟化的共同定位
公开(公告)号：US09122509B2
公开(公告)日：2015-09-01
申请号：US13551792
申请日：2012-07-18
申请人： Yu Deng , Alexei Karve , Andrzej Kochut , Randy A. Rendahl , Anca Sailer , Alla Segal , Hidayatullah H. Shaikh
发明人： Yu Deng , Alexei Karve , Andrzej Kochut , Randy A. Rendahl , Anca Sailer , Alla Segal , Hidayatullah H. Shaikh
IPC分类号： G06F9/455
CPC分类号： G06F9/45558 , G06F2009/45566
摘要： Co-locating a virtual machine with nested virtualization, in one aspect, may comprise receiving a list of one or more virtual machine instances to co-locate with associated configuration information. A parent virtual machine instance may be identified to host the one or more virtual machine instances. Virtual machine images associated with the one or more virtual machine instances may be consolidated. A composite parent virtual machine image may be created based on the consolidated virtual machine images and the parent virtual machine instance. The parent virtual machine instance may be configured to accommodate for capacity requirement of the one or more child virtual machine instances. The parent virtual machine instance may be started on a processor via the composite parent virtual machine image. The one or more virtual machine instances may be started within the parent virtual machine instance as one or more child virtual machine instances.
摘要翻译：在一个方面，将具有嵌套虚拟化的虚拟机协同定位可以包括接收一个或多个虚拟机实例的列表以与相关联的配置信息共同定位。可以识别父虚拟机实例来托管一个或多个虚拟机实例。可以合并与一个或多个虚拟机实例相关联的虚拟机映像。可以基于统一的虚拟机映像和父虚拟机实例来创建复合父虚拟机映像。父虚拟机实例可以被配置为适应一个或多个子虚拟机实例的容量需求。父虚拟机实例可以通过复合父虚拟机映像在处理器上启动。一个或多个虚拟机实例可以作为一个或多个子虚拟机实例在父虚拟机实例内启动。

9. 发明授权

US08909663B2 Using historical information to improve search across heterogeneous indices 有权
标题翻译：使用历史信息来改进异构索引的搜索
公开(公告)号：US08909663B2
公开(公告)日：2014-12-09
申请号：US13435978
申请日：2012-03-30
申请人： Yu Deng , Murthy V. Devarakonda , Rafah A. Hosn , Nithya Rajamani , Norbert G. Vogl
发明人： Yu Deng , Murthy V. Devarakonda , Rafah A. Hosn , Nithya Rajamani , Norbert G. Vogl
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , G06F17/30309 , G06F17/30433 , G06F17/30882 , G06F17/30902
摘要： A method, system and computer program product are disclosed for searching for data. In one embodiment, the invention provides a method comprising identifying a query and a search scope including a set of specified entities; and for each of these entities, estimating a number of documents that would be identified in a search through the entity to answer the query. On the basis of this estimating, a subset of the entities is formed. The query and this subset of entities are sent to a search engine to search the subset of entities to answer the query. In one embodiment, the estimating includes collecting statistical information from queries to build up a historical cache using heuristics or machine learning techniques, wherein the query includes a key word and a scope, and the historical cache contains a maximum number of returned results for an entity given the queries executed.
摘要翻译：公开了用于搜索数据的方法，系统和计算机程序产品。在一个实施例中，本发明提供了一种方法，包括识别包括一组指定实体的查询和搜索范围; 并且对于这些实体中的每一个，估计将通过实体在搜索中识别的文档的数量以回答查询。在该估计的基础上，形成实体的子集。将查询和该实体子集发送到搜索引擎以搜索实体的子集以回答查询。在一个实施例中，估计包括从查询收集统计信息以使用启发式或机器学习技术建立历史高速缓存，其中查询包括关键词和范围，并且历史高速缓存包含用于实体的最大返回结果数给出执行的查询。

10. 发明授权

US08819108B2 System and method supporting application solution composition on cloud 有权
公开(公告)号：US08819108B2
公开(公告)日：2014-08-26
申请号：US13594988
申请日：2012-08-27
申请人： Yu Deng , Alexei Karve , Andrzej Kochut , Randy Allan Rendahl , Anca Sailer , Hidayatullah Habeebullah Shaikh
发明人： Yu Deng , Alexei Karve , Andrzej Kochut , Randy Allan Rendahl , Anca Sailer , Hidayatullah Habeebullah Shaikh
IPC分类号： G06F15/16
CPC分类号： H04L67/42 , G06F9/5072 , H04L41/12 , H04L41/145 , H04L41/5096
摘要： Disclosed is a method, computer-program product and a system to compose an application solution on a cloud-computing platform for a user. The method includes, in response to input from the user, selecting at least one predetermined template that includes a hardware and software instance of a data processing system that is implementable as an solution on a cloud platform; comparing the at least one selected template against a set of constraints; establishing an instance of a cloud based solution for the user based on the selected template; and validating the established cloud based solution against user-uploaded information such as software and workloads to ensure that the solution satisfies requirements of the user, such as both technical and financial requirements of the user.

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