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51. 发明申请

US20090249370A1 METHOD AND APPARATUS FOR DYNAMIC WEB SERVICE COMPOSITION AND INVOCATION 有权
标题翻译：用于动态WEB服务组合和调用的方法和装置
公开(公告)号：US20090249370A1
公开(公告)日：2009-10-01
申请号：US12055606
申请日：2008-03-26
申请人： Zhen Liu , Anton V. Riabov
发明人： Zhen Liu , Anton V. Riabov
IPC分类号： G06F9/46
CPC分类号： G06F9/5038
摘要： A method for service invocation, including: receiving a first request for a service to be invoked, wherein the first request includes a semantic description of the service; creating a processing graph for the first request from planning domain descriptions of a plurality of services; deploying the processing graph in an execution environment as a composite service; invoking the composite service; and returning a response provided by the invoked composite service.
摘要翻译：一种用于服务调用的方法，包括：接收对要被调用的服务的第一请求，其中所述第一请求包括所述服务的语义描述; 通过规划多个服务的域描述来创建第一请求的处理图; 在执行环境中将处理图部署为组合服务; 调用组合服务; 并返回由调用的组合服务提供的响应。

52. 发明申请

US20080256549A1 System and Method of Planning for Cooperative Information Processing 审中-公开
标题翻译：合作信息处理规划制度与方法
公开(公告)号：US20080256549A1
公开(公告)日：2008-10-16
申请号：US11747826
申请日：2007-05-11
申请人： Zhen Liu , Fan Ye , Anton V. Riabov
发明人： Zhen Liu , Fan Ye , Anton V. Riabov
IPC分类号： G06F9/50
CPC分类号： G06F9/5027 , G06F9/4881 , G06F9/5066 , G06F2209/5017 , G06Q10/06
摘要： A cooperative data stream processing system is provided that utilizes a plurality of independent, autonomous and possibly heterogeneous sites in a cooperative arrangement to execute jobs derived from user-define inquires over dynamic, continuous streams of data. A method is provided for cooperative planning for the execution of the jobs across the distributed plurality of sites. An identification of the resources available for sharing from each one of the plurality of sites is communicated to one or more planners disposed on the distributed sites. These planners use the resource information to generate planning domains in which the jobs can be processed. Upon receipt of an inquiry at one of the sites, the inquiry is communicated to one of the planners that uses the planning domain to create at least one distributed plan for the inquiry. Processing of the inquiry is conducted in accordance with the distributed plan. Planning can take advantage of the structure of virtual organizations including cooperative and federated virtual organizations. The distributed plans can make use of the resources within a single virtual organization or across multiple organizations.
摘要翻译：提供了一种协作数据流处理系统，其利用协作布置中的多个独立的，自主的和可能异构的站点来执行从动态的，连续的数据流的用户定义查询导出的作业。提供了一种用于在分布式多个站点上执行作业的协作规划的方法。从多个站点中的每个站点可用于共享的资源的识别被传送给设置在分布式站点上的一个或多个规划者。这些规划者使用资源信息来生成可以处理作业的规划域。在其中一个站点收到查询后，将向使用计划域的计划者传达查询，以创建至少一个用于查询的分布式计划。查询的处理按照分布式计划进行。规划可以利用虚拟组织的结构，包括合作社和联合虚拟组织。分布式计划可以利用单个虚拟组织内或多个组织中的资源。

53. 发明申请

US20080244236A1 METHOD AND SYSTEM FOR COMPOSING STREAM PROCESSING APPLICATIONS ACCORDING TO A SEMANTIC DESCRIPTION OF A PROCESSING GOAL 有权
标题翻译：用于根据处理目标的语义描述组合流程处理应用的方法和系统
公开(公告)号：US20080244236A1
公开(公告)日：2008-10-02
申请号：US11695410
申请日：2007-04-02
申请人： Mark D. Feblowitz , Zhen Liu , Anand Ranganathan , Anton V. Riabov
发明人： Mark D. Feblowitz , Zhen Liu , Anand Ranganathan , Anton V. Riabov
IPC分类号： G06F9/30
CPC分类号： H04L65/60
摘要： A method for assembling a stream processing application, includes: inputting a plurality of data source descriptions, wherein each of the data source descriptions includes a graph pattern that semantically describes an output of a data source; inputting a plurality of component descriptions, wherein each of the component descriptions includes a graph pattern that semantically describes an input of a component and a graph pattern that semantically describes an output of the component; inputting a stream processing request, wherein the stream processing request includes a goal that is represented by a graph pattern that semantically describes a desired stream processing outcome; assembling a stream processing graph, wherein the stream processing graph includes at least one data source or at least one component that satisfies the desired processing outcome; and outputting the stream processing graph.
摘要翻译：一种用于组合流处理应用的方法，包括：输入多个数据源描述，其中每个数据源描述包括语义上描述数据源的输出的图形模式; 输入多个组件描述，其中每个组件描述包括语义上描述组件的输入的图形模式和语义上描述组件的输出的图形模式; 输入流处理请求，其中所述流处理请求包括由语义上描述所需流处理结果的图模式表示的目标; 组装流处理图，其中流处理图包括满足期望处理结果的至少一个数据源或至少一个组件; 并输出流处理图。

54. 发明申请

US20080235692A1 APPARATUS AND DATA STRUCTURE FOR AUTOMATIC WORKFLOW COMPOSITION 失效
标题翻译：自动工作流组合的装置和数据结构
公开(公告)号：US20080235692A1
公开(公告)日：2008-09-25
申请号：US12114162
申请日：2008-05-02
申请人： GENADY YA. GRABARNIK , Zhen Liu , Anton V. Riabov
发明人： GENADY YA. GRABARNIK , Zhen Liu , Anton V. Riabov
IPC分类号： G06F9/46
CPC分类号： G06Q10/06
摘要： A stream processing system provides a description language for stream processing workflow composition. A domain definition data structure in the description language defines all stream processing components available to the stream processing system. Responsive to receiving a stream processing request, a planner translates the stream processing request into a problem definition. The problem definition defines stream properties that must be satisfied by property values associated with one or more output streams. The planner generates a workflow that satisfies the problem definition given the domain definition data structure.
摘要翻译：流处理系统提供流处理工作流组合的描述语言。描述语言中的域定义数据结构定义了可用于流处理系统的所有流处理组件。响应于接收流处理请求，计划者将流处理请求转换为问题定义。问题定义定义流属性，必须通过与一个或多个输出流相关联的属性值来满足。规划者生成一个满足定义数据结构的问题定义的工作流。

55. 发明申请

US20080235691A1 SYSTEM AND METHOD OF STREAM PROCESSING WORKFLOW COMPOSITION USING AUTOMATIC PLANNING 失效
标题翻译：使用自动规划的流程处理工作流组合的系统和方法
公开(公告)号：US20080235691A1
公开(公告)日：2008-09-25
申请号：US12114105
申请日：2008-05-02
申请人： KAY S. ANDERSON , Joseph Phillip Bigus , Mark David Feblowitz , Genady Ya. Grabarnik , Nagui Halim , Zhen Liu , Anton V. Riabov
发明人： KAY S. ANDERSON , Joseph Phillip Bigus , Mark David Feblowitz , Genady Ya. Grabarnik , Nagui Halim , Zhen Liu , Anton V. Riabov
IPC分类号： G06F9/46
CPC分类号： G06Q10/06
摘要： An automatic planning system is provided for stream processing workflow composition. End users provide requests to the automatic planning system. The requests are goal-based problems to be solved by the automatic planning system, which then generates plan graphs to form stream processing applications. A scheduler deploys and schedules the stream processing applications for execution within an operating environment. The operating environment then returns the results to the end users.
摘要翻译：为流处理工作流组合提供了自动计划系统。最终用户向自动规划系统提供请求。这些请求是基于目标的问题，由自动计划系统解决，然后生成计划图以形成流处理应用程序。调度程序部署和调度流处理应用程序以在操作环境中执行。然后，操作环境将结果返回给最终用户。

56. 发明授权

US09043764B2 Cross-platform compiler for data transforms 有权
标题翻译：用于数据转换的跨平台编译器
公开(公告)号：US09043764B2
公开(公告)日：2015-05-26
申请号：US13043952
申请日：2011-03-09
申请人： Anand Ranganathan , Anton V. Riabov , Octavian Udrea
发明人： Anand Ranganathan , Anton V. Riabov , Octavian Udrea
IPC分类号： G06F9/45 , G06F17/30
CPC分类号： G06F17/30563 , G06F17/30592
摘要： Techniques for automatically partitioning a multi-platform data transform flow graph to one or more target output platforms are provided. The techniques include performing type inference on a transform graph, wherein the transform graph comprises one or more data transforms, automatically partitioning the transform graph to one or more target output platforms based on one or more policies, performing an optimization of the partitioned transform graph, and generating code, from the partitioned transform graph, for each set of the one or more data transforms based on the one or more target output platforms.
摘要翻译：提供了将多平台数据转换流图自动分割到一个或多个目标输出平台的技术。所述技术包括在变换图上执行类型推理，其中所述变换图包括一个或多个数据变换，基于一个或多个策略自动将所述变换图分解成一个或多个目标输出平台，执行所述分割变换图的优化，以及基于所述一个或多个目标输出平台从所述分割变换图生成针对所述一个或多个数据变换的每组的代码。

57. 发明授权

US09632763B2 Sharing of flows in a stream processing system 有权
公开(公告)号：US09632763B2
公开(公告)日：2017-04-25
申请号：US13043891
申请日：2011-03-09
申请人： Anand Ranganathan , Anton V. Riabov , Octavian Udrea
发明人： Anand Ranganathan , Anton V. Riabov , Octavian Udrea
IPC分类号： G06F9/455 , G06F9/445 , G06F3/0484 , G06F9/44
CPC分类号： G06F8/60 , G06F3/04842 , G06F8/30
摘要： Techniques for generating code for a flow are provided. The techniques include receiving a flow for an application to be deployed, wherein the flow comprises one or more sub-flows, identifying sub-flows of the flow that match existing sub-flows that are already running in separate flows by querying a run-time flow information repository, generating code for the flow, wherein the code comprises newly generated code for each of the sub-flows that do not match existing sub-flows that are already running in separate flows, and wherein the code also comprises one or more connectors to matching sub-flows that are already running in separate flows in lieu of generating new code for the sub-flows that match existing sub-flows that are already running in separate flows, and deploying the generated code for the flow and updating the run-time flow information repository with information pertaining to the flow.

58. 发明授权

US08656403B2 Negotiation management in data processing systems 失效
标题翻译：数据处理系统中的谈判管理
公开(公告)号：US08656403B2
公开(公告)日：2014-02-18
申请号：US12112142
申请日：2008-04-30
申请人： Bo An , Frederick Douglis , Bradley William Fawcett , Anton V. Riabov , Fan Ye
发明人： Bo An , Frederick Douglis , Bradley William Fawcett , Anton V. Riabov , Fan Ye
IPC分类号： G06F9/46
CPC分类号： G06F9/5038 , G06F2209/5014 , G06F2209/506
摘要： Techniques are disclosed for optimizing schedules used in implementing plans for performing tasks in data processing systems. For example, an automated method of negotiating for resources in a data processing system, wherein the data processing system comprises multiple sites, comprises a negotiation management component of a computer system at a given one of the sites performing the following steps. One or more tasks from at least one source of one or more plans are obtained. Each plan is annotated with one or more needed resources and one or more potential resource providers at one or more sites in the data processing system. An optimized resource negotiation schedule based on the one or more obtained tasks is computed. The schedule comprises an order in which resources are negotiated. In accordance with the optimized resource negotiation schedule, a request for each needed resource is sent to the one or more potential resource providers such that a negotiation process is performed between the negotiation management component and at least one of the potential resource providers.
摘要翻译：公开了用于优化用于在数据处理系统中执行任务的计划中使用的计划的技术。例如，在数据处理系统中协商资源的自动化方法，其中所述数据处理系统包括多个站点，包括在执行以下步骤的给定一个站点处的计算机系统的协商管理组件。获得来自一个或多个计划的至少一个来源的一个或多个任务。每个计划在数据处理系统中的一个或多个站点上用一个或多个所需资源和一个或多个潜在资源提供者进行注释。计算基于一个或多个获得的任务的优化的资源协商调度。时间表包括协商资源的顺序。根据优化的资源协商进度，向所述一个或多个潜在资源提供者发送对每个所需资源的请求，使得在协商管理组件和潜在资源提供者中的至少一个之间执行协商过程。

59. 发明授权

US08843904B2 Automated building and retargeting of architecture-dependent assets 有权
标题翻译：建筑依赖资产的自动化建设和重新定位
公开(公告)号：US08843904B2
公开(公告)日：2014-09-23
申请号：US12693554
申请日：2010-01-26
申请人： Henrique Andrade , Judah M. Diament , Bugra Gedik , Anton V. Riabov
发明人： Henrique Andrade , Judah M. Diament , Bugra Gedik , Anton V. Riabov
IPC分类号： G06F9/45 , G06F9/445
CPC分类号： G06F8/60
摘要： Architecture-dependent assets are automatically built and retargeted. An asset originally built for one architecture is downloaded and automatically retargeted on another architecture. This automatically retargeting may be performed on demand, at runtime.
摘要翻译：自动构建并重定向依赖架构的资产。最初为一个架构构建的资产被下载并在另一个架构上自动重定向。这可以在运行时根据需要自动重新定位。

60. 发明申请

US20140040279A1 AUTOMATED DATA EXPLORATION 审中-公开
标题翻译：自动数据探索
公开(公告)号：US20140040279A1
公开(公告)日：2014-02-06
申请号：US13565257
申请日：2012-08-02
申请人： Alina Beygelzimer , Nicholas Mastronarde , Srinivasan Parthasarathy , Anton V. Riabov , Deepak Turaga , Octavian Udrea
发明人： Alina Beygelzimer , Nicholas Mastronarde , Srinivasan Parthasarathy , Anton V. Riabov , Deepak Turaga , Octavian Udrea
IPC分类号： G06F17/30
CPC分类号： G06F16/00 , H04L41/145 , H04L43/026 , H04L43/04 , H04L63/1408
摘要： A method for automated data exploration including selecting a plurality of analytic flows from an analytic flow pattern, executing a task, wherein the task is tracked by the plurality of analytic flows, receiving feedback for each of the plurality of analytic flows, determining a performance score for each of the plurality of analytic flows, and adjusting the flow according to the performance score.
摘要翻译：一种用于自动数据探索的方法，包括从分析流程模式中选择多个分析流程，执行任务，其中所述任务由所述多个分析流程跟踪，为所述多个分析流程中的每一个接收反馈，确定绩效分数对于多个分析流中的每一个，并且根据性能分数调整流。

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