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1. 发明授权

US08141085B2 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：US08141085B2
公开(公告)日：2012-03-20
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 , G06F17/00 , G06F9/44
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。

2. 发明授权

US08161187B2 Stream processing workflow composition using automatic planning 失效
标题翻译：流处理工作流程组合使用自动规划
公开(公告)号：US08161187B2
公开(公告)日：2012-04-17
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： G06F15/173
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。

3. 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。

4. 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。

5. 发明授权

US08239828B2 Method of recovering from software failures using replanning 有权
标题翻译：使用重新计划从软件故障中恢复的方法
公开(公告)号：US08239828B2
公开(公告)日：2012-08-07
申请号：US11971056
申请日：2008-01-08
申请人： Zhen Liu , Anton V. Riabov
发明人： Zhen Liu , Anton V. Riabov
IPC分类号： G06F9/44
CPC分类号： G06F11/3664 , G06F11/3672
摘要： A method for recovering from software failures, includes: receiving failure information that identifies a failing component of a first processing graph; modifying a planning domain that includes a plurality of component descriptions according to the failure information; and composing a second processing graph by using the modified planning domain so that the second processing graph does not include the failing component.
摘要翻译：一种用于从软件故障中恢复的方法包括：接收识别第一处理图的故障组件的故障信息; 根据故障信息修改包括多个组件描述的规划域; 以及通过使用修改的规划域来构成第二处理图，使得第二处理图不包括故障组件。

6. 发明授权

US08141160B2 Mitigating and managing privacy risks using planning 有权
标题翻译：使用规划减轻和管理隐私风险
公开(公告)号：US08141160B2
公开(公告)日：2012-03-20
申请号：US11493321
申请日：2006-07-26
申请人： Kay S. Anderson , Alexandre V. Evfimievski , Mark D. Feblowitz , Genady Grabarnik , Nagui Halim , Zhen Liu , Ralf Rantzau , Anton V. Riabov , Angela Schuett , Ramakrishnan Srikant , Grant Wagner
发明人： Kay S. Anderson , Alexandre V. Evfimievski , Mark D. Feblowitz , Genady Grabarnik , Nagui Halim , Zhen Liu , Ralf Rantzau , Anton V. Riabov , Angela Schuett , Ramakrishnan Srikant , Grant Wagner
IPC分类号： H04L29/06
CPC分类号： G06Q50/26 , G06Q10/06 , G06Q10/0635
摘要： System and methods are provided for managing and mitigating privacy risks in a system having a network of processing elements. According to one method, there is receive a request for at least one output product from the system. The request includes a set of privacy parameters. At least one set of workflow generating strategies are created that results in the output product having a privacy risk value below a predefined threshold. At least one of the workflow generating strategies is deployed for automatically producing the at least one output product.
摘要翻译：提供了系统和方法来管理和减轻具有处理元件网络的系统中的隐私风险。根据一种方法，从系统接收至少一个输出产品的请求。该请求包括一组隐私参数。创建至少一组工作流生成策略，导致输出产品的隐私风险值低于预定阈值。至少一个工作流生成策略被部署用于自动产生至少一个输出产品。

7. 发明授权

US08117233B2 Method and system for message-oriented semantic web service composition based on artificial intelligence planning 有权
标题翻译：基于人工智能规划的面向消息的语义Web服务组合方法与系统
公开(公告)号：US08117233B2
公开(公告)日：2012-02-14
申请号：US11748216
申请日：2007-05-14
申请人： Zhen Liu , Anand Ranganathan , Anton V. Riabov
发明人： Zhen Liu , Anand Ranganathan , Anton V. Riabov
IPC分类号： G06F7/00
CPC分类号： G06Q10/10
摘要： A method for modeling a web service operation, includes: defining an input message pattern that describes input requirements of a web service operation, wherein the input message pattern includes a set of variables representing data elements that must be contained in a message input to the web service operation, and a graph pattern that semantically describes the data elements that must be contained in the message input to the web service operation; and defining an output message pattern that describes an output message of the web service operation, wherein the output message pattern includes a set of variables and exemplars that represent data elements contained in the output message, and a graph pattern that semantically describes the data elements contained in the output message.
摘要翻译：一种用于建模Web服务操作的方法，包括：定义描述web服务操作的输入要求的输入消息模式，其中所述输入消息模式包括一组变量，所述变量表示必须包含在输入到web的消息中的数据元素服务操作和语义上描述必须包含在输入到Web服务操作的消息中的数据元素的图形模式; 以及定义描述所述web服务操作的输出消息的输出消息模式，其中所述输出消息模式包括表示所述输出消息中包含的数据元素的一组变量和示例，以及语义上描述包含的数据元素的图形模式在输出消息中。

8. 发明授权

US08098248B2 Method for semantic modeling of stream processing components to enable automatic application composition 失效
标题翻译：流处理组件的语义建模方法，以实现自动应用组合
公开(公告)号：US08098248B2
公开(公告)日：2012-01-17
申请号：US11695457
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： G06T11/20
CPC分类号： G06F17/30516
摘要： A method for modeling components of a stream processing application, includes: defining an input message pattern of a processing element, wherein the input message pattern includes variables representing data objects that must be included in a message input to the processing element, and a graph pattern that semantically describes the data objects that must be included in the message input to the processing element; and defining an output message pattern of the processing element, wherein the output message pattern includes variables and new data objects, the variables and new data objects representing data objects that must be included in a message output from the processing element, and a graph pattern that semantically describes the data objects in the message output from the processing element.
摘要翻译：一种用于对流处理应用的组件进行建模的方法，包括：定义处理元件的输入消息模式，其中输入消息模式包括表示必须包括在输入到处理元件的消息中的数据对象的变量，以及图形模式语义上描述必须包括在输入到处理元件的消息中的数据对象; 并且定义所述处理元件的输出消息模式，其中所述输出消息模式包括变量和新数据对象，所述变量和新数据对象表示必须包括在从所述处理元件输出的消息中的数据对象，以及图形模式，语义上描述从处理元素输出的消息中的数据对象。

9. 发明申请

US20110004863A1 METHOD AND SYSTEM FOR AUTOMATICALLY ASSEMBLING PROCESSING GRAPHS IN INFORMATION PROCESSING SYSTEMS 失效
标题翻译：信息处理系统自动组装处理图的方法和系统
公开(公告)号：US20110004863A1
公开(公告)日：2011-01-06
申请号：US11695349
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： G06F9/44 , G06N5/02
CPC分类号： G08G1/04 , G08G1/09
摘要： A method for assembling processing graphs in an information processing system, includes: performing, in an offline manner, translating a plurality of component descriptions into a planning language and performing reasoning on the plurality of component descriptions during the translation; and performing, in an online manner, receiving a processing request that specifies a desired processing outcome; translating the processing request into a planning goal; and assembling a plurality of processing graphs, each of the processing graphs including a plurality of the translated and reasoned components that satisfy the desired processing outcome.
摘要翻译：一种用于在信息处理系统中组装处理图的方法，包括：以离线方式执行将多个组件描述转换成规划语言，并在翻译过程中对多个组件描述执行推理; 并且以在线方式执行接收指定所需处理结果的处理请求; 将处理请求转换为规划目标; 以及组合多个处理图，每个处理图包括满足期望处理结果的多个翻译和推理组件。

10. 发明申请

US20100318768A1 CHANNEL-BASED RUNTIME ENGINE FOR STREAM PROCESSING 有权
标题翻译：用于流程处理的基于通道的运行型发动机
公开(公告)号：US20100318768A1
公开(公告)日：2010-12-16
申请号：US12485592
申请日：2009-06-16
申请人： Eric Bouillet , Hanhua Feng , Zhen Liu , Anton V. Riabov
发明人： Eric Bouillet , Hanhua Feng , Zhen Liu , Anton V. Riabov
IPC分类号： G06F9/40 , G06F9/30
CPC分类号： G06Q10/06 , G06F9/4494
摘要： An apparatus, including a memory device for storing a program, and a processor in communication with the memory device, the processor operative with the program to facilitate design of a stream processing flow that satisfies an objective, wherein the stream processing flow includes at least three processing groups, wherein a first processing group includes a data source and an operator, a second processing group includes a data source and an operator and a third processing group includes a join operator at its input and another operator, wherein data inside each group is organized by channels and each channel is a sequence of data, wherein an operator producing a data channel does not generate new data for the channel until old data of the channel is received by all other operators in the same group, and wherein data that flows from the first and second groups to the third group is done asynchronously and is stored in a queue if not ready for processing by an operator of the third group, and deploy the stream processing flow in a concurrent computing system to produce an output.
摘要翻译：一种装置，包括用于存储程序的存储装置和与存储装置通信的处理器，所述处理器与程序一起操作以便于满足目标的流处理流程的设计，其中流处理流程包括至少三个处理组，其中第一处理组包括数据源和操作者，第二处理组包括数据源和操作者，第三处理组在其输入处包括加入运算符和另一运算符，其中组内每个组内的数据被组织每个信道是一个数据序列，其中产生数据信道的运算符不产生信道的新数据，直到信道的旧数据被同一组中的所有其他运算符接收，并且其中从第一组和第二组到第三组是异步完成的，如果没有准备好进行处理，则由第三组的运算符存储在队列中 p并且在并发计算系统中部署流处理流以产生输出。

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