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公开(公告)号：US20080209030A1
公开(公告)日：2008-08-28
申请号：US11680483
申请日：2007-02-28
IPC分类号： G06F15/173
CPC分类号： H04L41/069 , H04L29/06 , H04L41/064 , H04L41/5035 , H04L41/5067 , H04L41/5074 , H04L43/0811
摘要： Internet service providers and their clients communicate by transmitting messages across one or more networks and infrastructure components. At various points between the service provider and the clients, inclusively, records may be created of each messages occurrence and status. These records may be read and analyzed to determine the effects of the networks and infrastructure components on the provided quality of service. User-effecting incidents (e.g., failures) occurring at networks may also be identified and described.
摘要翻译： 互联网服务提供商及其客户通过在一个或多个网络和基础设施组件上发送消息进行通信。 在服务提供商和客户端之间的不同点，包括每个消息发生和状态可以创建记录。 可以读取和分析这些记录，以确定网络和基础设施组件对提供的服务质量的影响。 还可以识别和描述在网络处发生的用户影响事件（例如，故障）。
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公开(公告)号：US07716011B2
公开(公告)日：2010-05-11
申请号：US11680590
申请日：2007-02-28
IPC分类号： G06F17/18
CPC分类号： G06K9/00536 , H04L63/1425
摘要： A strategy is described for identifying anomalies in time-series data. The strategy involves dividing the time-series data into a plurality of collected data segments and then using a modeling technique to fit local models to the collected data segments. Large deviations of the time-series data from the local models are indicative of anomalies. In one approach, the modeling technique can use an absolute value (L1) measure of error value for all of the collected data segments. In another approach, the modeling technique can use the L1 measure for only those portions of the time-series data that are projected to be anomalous. The modeling technique can use a squared-term (L2) measure of error value for normal portions of the time-series data. In another approach, the modeling technique can use an iterative expectation-maximization strategy in applying the L1 and L2 measures.
摘要翻译： 描述了一种用于识别时间序列数据异常的策略。 该策略涉及将时间序列数据划分为多个收集的数据段，然后使用建模技术将本地模型拟合到收集的数据段。 来自本地模型的时间序列数据的大偏差表示异常。 在一种方法中，建模技术可以使用所有收集的数据段的误差值的绝对值（L1）度量。 在另一种方法中，建模技术可以使用L1测量仅仅是被预计为异常的时间序列数据的那些部分。 建模技术可以对时间序列数据的正常部分使用误差值的平方（L2）度量。 在另一种方法中，建模技术可以使用迭代期望最大化策略来应用L1和L2度量。
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公开(公告)号：US20080208526A1
公开(公告)日：2008-08-28
申请号：US11680590
申请日：2007-02-28
IPC分类号： G06F19/00
CPC分类号： G06K9/00536 , H04L63/1425
摘要： A strategy is described for identifying anomalies in time-series data. The strategy involves dividing the time-series data into a plurality of collected data segments and then using a modeling technique to fit local models to the collected data segments, Large deviations of the time-series data from the local models are indicative of anomalies In one approach, the modeling technique can use an absolute value (L1) measure of error value for all of the collected data segments. In another approach, the modeling technique can use the L1 measure for only those portions of the time-series data that are projected to be anomalous. The modeling technique can use a squared-term (L2) measure of error value for normal portions of the time-series data. In another approach, the modeling technique can use an iterative expectation-maximization strategy in applying the L1 and L2 measures.
摘要翻译： 描述了一种用于识别时间序列数据异常的策略。 该策略包括将时间序列数据划分为多个收集的数据段，然后使用建模技术将本地模型与收集的数据段进行拟合，来自本地模型的时间序列数据的大偏差表示异常 方法，建模技术可以使用所有收集的数据段的误差值的绝对值（L 1）度量。 在另一种方法中，建模技术可以使用L 1测量仅仅是被预测为异常的时间序列数据的那些部分。 建模技术可以对时间序列数据的正常部分使用误差值的平方（L 2）度量。 在另一种方法中，建模技术可以使用迭代期望最大化策略来应用L 1和L 2度量。
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公开(公告)号：US20090254552A1
公开(公告)日：2009-10-08
申请号：US12061668
申请日：2008-04-03
申请人： Anders B. Vinberg , David G. Campbell , James R. Hamilton , Donald F. Ferguson , Emre M. Kiciman
发明人： Anders B. Vinberg , David G. Campbell , James R. Hamilton , Donald F. Ferguson , Emre M. Kiciman
CPC分类号： G06F17/30
摘要： Described is a technology by which a system corresponding to a large scale application is built from subsystems that are differentiated from one another based on characteristics of each subsystem. Example characteristics include availability, reliability, redundancy, statefulness and/or performance. Subsystems are matched to known design patterns, based on each subsystem's individual characteristics. Each subsystem's characteristics are associated with that subsystem for subsequent use in operation of the system, e.g., for managing/servicing the subsystem. The known design patterns may be provided in a library, in a programming framework, in conjunction with a development tool, and/or as data associated with one or more operating system services, server systems and/or hosted services that include at least one configuration, policy and or schema. Certain design patterns and/or characteristics patterns may be blocked to prevent their usage.
摘要翻译： 描述了一种基于每个子系统的特征，从与彼此不同的子系统构建与大规模应用相对应的系统的技术。 示例特性包括可用性，可靠性，冗余性，状态性和/或性能。 基于每个子系统的各个特征，子系统与已知的设计模式相匹配。 每个子系统的特征与该子系统相关联，用于随后在系统的操作中使用，例如用于管理/维护子系统。 已知的设计模式可以在库，编程框架中与开发工具一起提供，和/或作为与一个或多个操作系统服务，服务器系统和/或托管服务相关联的数据提供，其包括至少一个配置 ，策略和/或模式。 某些设计模式和/或特征模式可能被阻止以防止其使用。
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公开(公告)号：US08495557B2
公开(公告)日：2013-07-23
申请号：US12061668
申请日：2008-04-03
申请人： Anders B. Vinberg , David G. Campbell , James R. Hamilton , Donald F. Ferguson , Emre M. Kiciman
发明人： Anders B. Vinberg , David G. Campbell , James R. Hamilton , Donald F. Ferguson , Emre M. Kiciman
CPC分类号： G06F17/30
摘要： Described is a technology by which a system corresponding to a large scale application is built from subsystems that are differentiated from one another based on characteristics of each subsystem. Example characteristics include availability, reliability, redundancy, statefulness and/or performance. Subsystems are matched to known design patterns, based on each subsystem's individual characteristics. Each subsystem's characteristics are associated with that subsystem for subsequent use in operation of the system, e.g., for managing/servicing the subsystem. The known design patterns may be provided in a library, in a programming framework, in conjunction with a development tool, and/or as data associated with one or more operating system services, server systems and/or hosted services that include at least one configuration, policy and or schema. Certain design patterns and/or characteristics patterns may be blocked to prevent their usage.
摘要翻译： 描述了一种基于每个子系统的特征，从与彼此不同的子系统构建与大规模应用相对应的系统的技术。 示例特性包括可用性，可靠性，冗余性，状态性和/或性能。 基于每个子系统的各个特征，子系统与已知的设计模式相匹配。 每个子系统的特征与该子系统相关联，用于随后在系统的操作中使用，例如用于管理/维护子系统。 已知的设计模式可以在库，编程框架中与开发工具一起提供，和/或作为与一个或多个操作系统服务，服务器系统和/或托管服务相关联的数据提供，其包括至少一个配置 ，策略和/或模式。 某些设计模式和/或特征模式可能被阻止以防止其使用。
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公开(公告)号：US20110320250A1
公开(公告)日：2011-12-29
申请号：US12823609
申请日：2010-06-25
IPC分类号： G06Q30/00
CPC分类号： G06Q30/02 , G06Q30/0207 , G06Q30/0214 , G06Q50/01
摘要： Within a social network, users may form social groups based on shared traits, such as experiences and interests. The social network may be able to detect a user interest among the users of a social group in one or more products offered by one or more vendors (e.g., by evaluating conversations within the social group and search queries executed by users of the social group), and to notify the vendors of the detected user interest. The vendors may be willing to extend an offer to the users of the social group regarding the product, and the social network may present the offer to the users of the social group. The social network may also track acceptances of the offer by users of the social group, and may provide an e-commerce infrastructure to allow users to complete purchases of the product and to provide the rewards featured in the offers.
摘要翻译： 在社交网络中，用户可以根据经验和兴趣等共同特征形成社团。 社交网络可能能够检测由一个或多个供应商提供的一个或多个产品中的社会群体的用户之间的用户感兴趣（例如，通过评估社交群组内的对话和社交群体的用户执行的搜索查询） 并通知供应商检测到的用户兴趣。 供应商可能愿意向社会团体的用户提供关于产品的报价，社交网络可以向社会群体的用户提供报价。 社交网络还可以跟踪社会团体的用户的提议的接受，并且可以提供电子商务基础设施，以允许用户完成购买产品并提供优惠中的奖励。
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公开(公告)号：US08666967B2
公开(公告)日：2014-03-04
申请号：US13243816
申请日：2011-09-23
IPC分类号： G06F17/30
CPC分类号： H04L67/327
摘要： An exemplary system for managing an applications and data space includes a strategy layer configured to receive a query statement and to formulate one or more custom queries based on the query statement and a query scheduler layer configured to schedule issuance of the one or more custom queries to one or more query response modules associated with the applications and data space. Other methods, devices and systems are also disclosed.
摘要翻译： 用于管理应用和数据空间的示例性系统包括：策略层，被配置为接收查询语句，并且基于查询语句来制定一个或多个自定义查询;以及查询调度器层，被配置为调度所述一个或多个定制查询的发布 与应用程序和数据空间相关联的一个或多个查询响应模块。 还公开了其它方法，装置和系统。
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公开(公告)号：US20110320441A1
公开(公告)日：2011-12-29
申请号：US12823587
申请日：2010-06-25
IPC分类号： G06F17/30
CPC分类号： G06F16/9535
摘要： Many contemporary computing scenarios involve the submission by a user of a search query to be applied to a data set (such as a set of web pages indexed by a web search engine.) Additionally, many users participate in social networking and have generated a social profile, including demographic information, interests, and associations with other users who also have social profiles. It may be advantageous to improve the presentation of search results from search queries by adjusting the search queries according to a prediction of user interest of the user in the topics associated with respective search results, based on the information in the social profile of the user. For example, search results relating to topics in which the user or the user's friends have expressed an interest within the social network may be presented before other search results, thereby improving the relevance of the search results to the user.
摘要翻译： 许多当代计算场景涉及用户提交的搜索查询以应用于数据集（例如由网页搜索引擎索引的一组网页）。此外，许多用户参与社交网络并产生了社交 个人资料，包括人口统计信息，兴趣以及与具有社交资料的其他用户的关联。 基于用户社交简档中的信息，通过根据用户对与各个搜索结果相关联的主题的用户兴趣的预测来调整搜索查询来改善搜索结果的搜索查询的呈现可能是有利的。 例如，可以在其他搜索结果之前呈现与用户或用户的朋友在社交网络中表达兴趣的主题相关的搜索结果，从而提高搜索结果与用户的相关性。
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公开(公告)号：US20110295852A1
公开(公告)日：2011-12-01
申请号：US12791000
申请日：2010-06-01
申请人： Kuansan Wang , Emre M. Kiciman , Bo-June Hsu , Chun-Kai Wang
发明人： Kuansan Wang , Emre M. Kiciman , Bo-June Hsu , Chun-Kai Wang
CPC分类号： G06F17/30867 , G06Q10/00
摘要： A resource selection system is described for assisting a user in performing a task that includes multiple actions. At each stage of the task, the system presents a set resources from which the user may select to perform a subsequent action in the task. The system implicitly selects the set of resources based on context information that identifies the user's current informational needs. For example, the context information may be derived from textual information that is being presented on a user device, which the user is presumed to be viewing at the current time. In one implementation, the system selects the set of resources by computing language models for respective domains and respective entities. The system uses the language models to determine the relevance of the context information to each of the domains. The system then selects resources associated with domains that have been assessed as relevant.
摘要翻译： 描述了一种资源选择系统，用于帮助用户执行包括多个动作的任务。 在任务的每个阶段，系统呈现用户可以从中选择执行任务中的后续动作的集合资源。 系统基于识别用户当前信息需求的上下文信息来隐含地选择资源集合。 例如，可以从呈现在用户设备上的文本信息导出上下文信息，用户被认为在当前时间正在观看。 在一个实现中，系统通过计算各个域和相应实体的语言模型来选择资源集合。 系统使用语言模型来确定上下文信息与每个域的相关性。 然后系统选择与被评估为相关的域相关联的资源。
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公开(公告)号：US08856333B2
公开(公告)日：2014-10-07
申请号：US12485670
申请日：2009-06-16
申请人： Benjamin G. Zorn , Jeffrey T Cohen , Dennis B. Gannon , Emre M. Kiciman , George M. Moore , Stuart H. Schaefer
发明人： Benjamin G. Zorn , Jeffrey T Cohen , Dennis B. Gannon , Emre M. Kiciman , George M. Moore , Stuart H. Schaefer
IPC分类号： G06F15/173 , G06F9/50
CPC分类号： G06F9/5066
摘要： Deployment and execution of a service in a multiple datacenter environment may be facilitated using datacenter execution templates. Developers, business managers, and other interested parties may select and/or modify a declarative execution template embodying multiple factors. The execution template may then be used to generate an execution plan, which is then executed by datacenters which run the service. The execution template may be optimized after deployment of the service, allowing for ongoing adjustment in response to changing business, regulatory, and operational factors.
摘要翻译： 可以使用数据中心执行模板来方便在多数据中心环境中部署和执行服务。 开发人员，业务经理和其他感兴趣的方可以选择和/或修改体现多个因素的声明性执行模板。 执行模板然后可以用于生成执行计划，然后执行计划由运行该服务的数据中心执行。 在部署服务之后，可以优化执行模板，从而可以根据不断变化的业务，监管和操作因素进行持续调整。
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