公开(公告)号：US20080049254A1

公开(公告)日：2008-02-28

申请号：US11466778

申请日：2006-08-24

申请人： Thomas Phan ,  Kavitha Ranganathan ,  Radu Sion

发明人： Thomas Phan ,  Kavitha Ranganathan ,  Radu Sion

IPC分类号： G06K15/00

CPC分类号： G06F9/5033 ,  G06F9/5038 ,  G06F9/5072

摘要： The embodiments of the invention provide a method, service, computer program product, etc. of co-scheduling job assignments and data replication in wide-area systems using a genetic method. A method begins by co-scheduling assignment of jobs and replication of data objects based on job ordering within a scheduler queue, job-to-compute node assignments, and object-to-local data store assignments. More specifically, the job ordering is determined according to an order in which the jobs are assigned from the scheduler to the compute nodes. Further, the job-to-compute node assignments are determined according to which of the jobs are assigned to which of the compute nodes; and, the object-to-local data store assignments are determined according to which of the data objects are replicated to which of the local data stores.

摘要翻译： 本发明的实施例提供了使用遗传方法在广域系统中共同调度作业分配和数据复制的方法，服务，计算机程序产品等。 一种方法是通过根据调度程序队列中的作业排序，作业到计算节点分配和对象到本地数据存储分配共同调度作业的分配和数据对象的复制。 更具体地，根据从调度器向计算节点分配作业的顺序来确定作业排序。 此外，根据哪个作业分配给哪个计算节点来确定作业到计算节点分配; 并且根据哪个数据对象被复制到本地数据存储中的哪一个确定对象到本地数据存储器分配。

公开(公告)号：US09183058B2

公开(公告)日：2015-11-10

申请号：US13353109

申请日：2012-01-18

申请人： Wen-Syan Li ,  Thomas Phan

发明人： Wen-Syan Li ,  Thomas Phan

IPC分类号： G06F9/50 ,  G06F11/34

CPC分类号： G06F9/5066 ,  G06F11/3404 ,  G06F2209/501 ,  G06F2209/508

摘要： A scheduler may receive a plurality of jobs for scheduling of execution thereof on a plurality of computing nodes. An evaluation module may provide a common interface for each of a plurality of scheduling algorithms. An algorithm selector may utilize the evaluation module in conjunction with benchmark data for a plurality of jobs of varying types to associate one of the plurality of scheduling algorithms with each job type. A job comparator may compare a current job for scheduling against the benchmark data to determine a current job type of the current job. The evaluation module may further schedule the current job for execution on the plurality of computing nodes, based on the current job type and the associated scheduling algorithm.

摘要翻译： 调度器可以在多个计算节点上接收用于调度其执行的多个作业。 评估模块可以为多个调度算法中的每一个提供公共接口。 算法选择器可以将评估模块与用于多种类型的多个作业的基准数据结合使用，以将多个调度算法中的一个与每个作业类型相关联。 作业比较器可将当前作业与基准数据进行比较，以确定当前作业的当前作业类型。 评估模块可以基于当前作业类型和相关联的调度算法进一步调度当前作业以在多个计算节点上执行。

公开(公告)号：US09104483B2

公开(公告)日：2015-08-11

申请号：US11624253

申请日：2007-01-18

申请人： Ramesh Natarajan ,  Thomas Phan ,  Satoki Mitsumori

发明人： Ramesh Natarajan ,  Thomas Phan ,  Satoki Mitsumori

IPC分类号： G06F9/50

CPC分类号： G06F9/5027

摘要： The invention pertains to a system and method for a set of middleware components for supporting the execution of computational applications on high-performance computing platform. A specific embodiment of this invention was used to deploy a financial risk application on Blue Gene/L parallel supercomputer. The invention is relevant to any application where the input and output data are stored in external sources, such as SQL databases, where the automatic pre-staging and post-staging of the data between the external data sources and the computational platform is desirable. This middleware provides a number of core features to support these applications including for example, an automated data extraction and staging gateway, a standardized high-level job specification schema, a well-defined web services (SOAP) API for interoperability with other applications, and a secure HTML/JSP web-based interface suitable for non-expert and non-privileged users.

摘要翻译： 本发明涉及用于在高性能计算平台上支持计算应用的执行的一组中间件组件的系统和方法。 本发明的具体实施方案用于在Blue Gene / L并行超级计算机上部署金融风险应用程序。 本发明涉及将输入和输出数据存储在诸如SQL数据库的外部数据库中的任何应用程序，其中外部数据源和计算平台之间的数据的自动预分段和后期是期望的。 该中间件提供了许多核心功能来支持这些应用程序，例如自动数据提取和登台网关，标准化的高级工作规范模式，与其他应用程序互操作的明确定义的Web服务（SOAP）API，以及 一种适用于非专家和非特权用户的安全的基于HTML / JSP Web的界面。

公开(公告)号：US09020829B2

公开(公告)日：2015-04-28

申请号：US12116812

申请日：2008-05-07

申请人： Wen-Syan Li ,  Thomas Phan

发明人： Wen-Syan Li ,  Thomas Phan

IPC分类号： G06Q10/00 ,  G06Q30/02 ,  G06Q10/04 ,  G06Q10/06 ,  G06Q10/10

CPC分类号： G06Q30/02 ,  G06Q10/04 ,  G06Q10/06 ,  G06Q10/103

摘要： A method of assigning web service requests to service providers includes searching for an optimal assignment from all possible assignments using a genetic algorithm (GA) that represents possible assignments as chromosomes, and converging towards an assignment of web service request to service providers that maximizes overall business value for all workflows to the service providers. An adaptive mutation scheme is used to introduce mutation into populations of chromosomes. The mutation scheme includes a mutation rate that increases when chromosomes under evaluation fail to improve its workload against the metric over a certain number of generations.

摘要翻译： 将Web服务请求分配给服务提供商的方法包括使用表示可能的分配作为染色体的遗传算法（GA）从所有可能的分配中搜索最佳分配，并且将服务提供商的Web服务请求的分配汇聚到使整个业务最大化的服务提供商 对于服务提供商的所有工作流的价值。 使用自适应突变方案将突变引入染色体群体。 突变方案包括当染色体评估时不能在一定数量的代数中改善其针对度量的工作量时增加的突变率。

公开(公告)号：US20130238544A1

公开(公告)日：2013-09-12

申请号：US13413546

申请日：2012-03-06

申请人： Anugeetha KUNJITHAPATHAM ,  Priyang RATHOD ,  Thomas PHAN ,  Simon GIBBS

发明人： Anugeetha KUNJITHAPATHAM ,  Priyang RATHOD ,  Thomas PHAN ,  Simon GIBBS

IPC分类号： G06N5/02 ,  G06N5/00

CPC分类号： G06N3/00 ,  G06F17/30867

摘要： In a first embodiment of the present invention, a method of interpreting a situation of a user of an electronic device is provided, comprising: gathering social data related to the user; monitoring one or more physical sensors on the electronic device in order to gather physical data related to the user; mapping structured data in the social data and the physical data to internal data types; extracting features from unstructured social data; identifying attributes related to the features; obtaining values for the identified attributes; interpreting movement of the user by examining the physical data; and detecting a situation of the user by fusing the movement of the user with the identified attributes of the features of the unstructured social data and features of structured social data.

摘要翻译： 在本发明的第一实施例中，提供了一种解释电子设备用户的情况的方法，包括：收集与用户相关的社交数据; 监视电子设备上的一个或多个物理传感器，以便收集与用户相关的物理数据; 将社会数据中的结构化数据和物理数据映射到内部数据类型; 从非结构化社会数据中提取特征; 识别与特征相关的属性; 获取所识别属性的值; 通过检查物理数据解释用户的移动; 以及通过将用户的移动与非结构化社交数据的特征的已识别属性和结构化社交数据的特征融合来检测用户的情况。

公开(公告)号：US20090157609A1

公开(公告)日：2009-06-18

申请号：US11955231

申请日：2007-12-12

申请人： Thomas Phan ,  Rajendra Shriwas

发明人： Thomas Phan ,  Rajendra Shriwas

IPC分类号： G06F7/06

CPC分类号： G06F16/972

摘要： Methods and apparatus for automatically and dynamically constructing a web page having one or more images as the web page's major component are provided. The image(s) are analyzed based on a first set of rules to determine at least one relevant attribute, such as a relevant color. At least one aesthetic design element for the web page is automatically selected with reference to the at least one relevant attribute based on a second set of rules. The web page is automatically and dynamically constructed by incorporating the at least one aesthetic design element based on the second set of rules. The first set of rules includes at least one rule that governs the analysis of the image(s) and the determination of the relevant attribute(s). The second set of rules includes at least one rule that governs the selection and the incorporation of the aesthetic design element(s) for the web page.

摘要翻译： 提供用于自动和动态地构建具有一个或多个图像作为网页的主要部件的网页的方法和装置。 基于第一组规则来分析图像以确定至少一个相关属性，例如相关颜色。 基于第二组规则，参考至少一个相关属性自动选择用于网页的至少一个美学设计元素。 网页通过基于第二组规则并入至少一个美学设计元素来自动和动态地构建。 第一组规则包括至少一个管理图像分析和相关属性确定的规则。 第二组规则包括至少一个规则，其规定了网页的选择和美学设计元素的结合。

公开(公告)号：US20090094093A1

公开(公告)日：2009-04-09

申请号：US11868252

申请日：2007-10-05

申请人： Thomas Phan

发明人： Thomas Phan

IPC分类号： G06F17/30 ,  G06F17/40 ,  G06Q30/00

CPC分类号： G06Q30/02 ,  G06Q30/0269

摘要： A system for selecting an advertisement for display to a user. The system includes a plurality of web properties and an advertisement engine. Each of the web properties include a web interface that may be customized based on user profile data provided by the user. As such, data may be explicitly associated with the user's profile naturally over time as the user interacts with various web pages and sets user preferences. Upon visiting one of the web properties, the web interface may request an advertisement for the advertisement engine to be displayed to the user. The advertisement engine identifies the user and accesses the user profile data for the identified user stored in each of the web properties. The advertisement engine also accesses advertisement target profile data associated with an advertisement and compares the user profile data to the advertisement target profile data to determine whether to display the advertisement to the user.

摘要翻译： 一种用于选择要向用户显示的广告的系统。 该系统包括多个web属性和一个广告引擎。 每个web属性包括可以基于用户提供的用户简档数据来定制的web界面。 因此，随着用户与各种网页交互并设置用户偏好，数据可随时间自然地与用户的简档明确地相关联。 在访问web属性之一时，web界面可以请求向用户显示广告引擎的广告。 广告引擎识别用户并访问存储在每个网络媒体资源中的识别用户的用户简档数据。 广告引擎还访问与广告相关联的广告目标简档数据，并将用户简档数据与广告目标简档数据进行比较，以确定是否向用户显示广告。

公开(公告)号：US10127565B2

公开(公告)日：2018-11-13

申请号：US13585740

申请日：2012-08-14

申请人： Thomas Phan

发明人： Thomas Phan

IPC分类号： G06Q30/02 ,  H04W4/02 ,  H04W4/00 ,  H04W4/21

摘要： A mobile handset device determines a physical activity performed by a user based on local sensor data. The local sensor data can include sensors within the mobile handset device and local sensors in communication with the mobile handset device. The mobile handset device provides an indicator of the physical activity to a publisher. The publisher targets advertisements based on the current activity or activity pattern of the user.

公开(公告)号：US09241664B2

公开(公告)日：2016-01-26

申请号：US13587710

申请日：2012-08-16

申请人： Thomas Phan ,  Won Jeon

发明人： Thomas Phan ,  Won Jeon

IPC分类号： G06N5/00 ,  G06F1/00 ,  A61B5/16 ,  A61B5/00 ,  A61B5/01 ,  A61B5/021 ,  A61B5/024 ,  A61B5/08

CPC分类号： A61B5/165 ,  A61B5/0022 ,  A61B5/01 ,  A61B5/021 ,  A61B5/024 ,  A61B5/0816 ,  A61B5/167 ,  A61B5/6898 ,  G06F19/00 ,  G16H40/67

摘要： A mobile handset device collects sensor data about the physiological state of the user of the handset. The mobile handset device receives multimedia content, which is consumed on the mobile handset. In a deployment phase, the sensor data is used to classify the user's emotional response to individual pieces of media content consumed on the mobile device. A classification model built in a training phase may be used to map sensor data to classification labels indicative of the user's emotional response to multimedia.

摘要翻译： 移动手持机设备收集关于手机用户的生理状态的传感器数据。 移动手持机设备接收在移动手持机上消耗的多媒体内容。 在部署阶段，传感器数据用于对用户对移动设备上消耗的各个媒体内容的情绪响应进行分类。 建立在训练阶段的分类模型可用于将传感器数据映射到指示用户对多媒体的情绪反应的分类标签。

公开(公告)号：US20140052682A1

公开(公告)日：2014-02-20

申请号：US13587710

申请日：2012-08-16

申请人： Thomas PHAN ,  Won JEON

发明人： Thomas PHAN ,  Won JEON

IPC分类号： G06N5/02

CPC分类号： A61B5/165 ,  A61B5/0022 ,  A61B5/01 ,  A61B5/021 ,  A61B5/024 ,  A61B5/0816 ,  A61B5/167 ,  A61B5/6898 ,  G06F19/00 ,  G16H40/67

摘要： A mobile handset device collects sensor data about the physiological state of the user of the handset. The mobile handset device receives multimedia content, which is consumed on the mobile handset. In a deployment phase, the sensor data is used to classify the user's emotional response to individual pieces of media content consumed on the mobile device. A classification model built in a training phase may be used to map sensor data to classification labels indicative of the user's emotional response to multimedia.

摘要翻译： 移动手持机设备收集关于手机用户的生理状态的传感器数据。 移动手持机设备接收在移动手持机上消耗的多媒体内容。 在部署阶段，传感器数据用于对用户对移动设备上消耗的各个媒体内容的情绪响应进行分类。 建立在训练阶段的分类模型可用于将传感器数据映射到指示用户对多媒体的情绪反应的分类标签。