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1. 发明授权

US09104506B2 Assembly and deployment of multi-platform flow-based applications 有权
标题翻译：组装和部署多平台流式应用程序
公开(公告)号：US09104506B2
公开(公告)日：2015-08-11
申请号：US12626745
申请日：2009-11-27
申请人： Eric Bouillet , Mark D. Feblowitz , Hanhua Feng , Anand Ranganathan , Anton V. Riabov , Octavian Udrea
发明人： Eric Bouillet , Mark D. Feblowitz , Hanhua Feng , Anand Ranganathan , Anton V. Riabov , Octavian Udrea
IPC分类号： G06F9/445 , G06F9/54
CPC分类号： G06F9/541
摘要： A method and computer program product for assembling and deploying multi-platform flow based applications. An information processing flow that produces a result is assembled, the information processing flow includes components connected by data links, a component includes software code that describes at least one of an input constraint or an output constraint of the component, and at least two of the components are deployable on different computing platforms. The information processing flow is partitioned into sub-flows, such that for each sub-flow every component in the sub-flow is deployable on the same computing platform. The sub-flows are deployed on their respective computing platforms.
摘要翻译：一种用于组装和部署多平台流程应用程序的方法和计算机程序产品。组合产生结果的信息处理流程，信息处理流程包括通过数据链路连接的组件，组件包括描述组件的输入约束或输出约束中的至少一个的软件代码，以及至少两个组件可部署在不同的计算平台上。信息处理流被划分为子流，使得对于每个子流，子流中的每个组件可部署在相同的计算平台上。子流部署在各自的计算平台上。

2. 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。

3. 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.

4. 发明申请

US20110107273A1 CONSTRUCTING AND DEPLOYING PATTERNS OF FLOWS 有权
标题翻译：构建和分配流动图案
公开(公告)号：US20110107273A1
公开(公告)日：2011-05-05
申请号：US12608689
申请日：2009-10-29
申请人： Anand Ranganathan , Anton V. Riabov , Octavian Udrea
发明人： Anand Ranganathan , Anton V. Riabov , Octavian Udrea
IPC分类号： G06F9/46 , G06F3/048
CPC分类号： G06F9/466 , G06F3/04842 , G06F8/10 , G06F8/447 , G06F9/4494 , G06F9/4881
摘要： A flow pattern is generated from a single flow, in which the flow pattern describes a plurality of flows that are structurally similar to one another and perform similar tasks. End users are then capable of exploring the different flows of the pattern and selecting one or more flows based on high-level goals.
摘要翻译：从单个流生成流动模式，其中流动模式描述在结构上彼此相似并且执行类似任务的多个流。最终用户能够探索不同的模式流，并且基于高级目标选择一个或多个流。

5. 发明授权

US08856060B2 Creating stream processing flows from sets of rules 有权
标题翻译：从一组规则创建流处理流
公开(公告)号：US08856060B2
公开(公告)日：2014-10-07
申请号：US13043844
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： G06N5/02
CPC分类号： G06N5/025 , G06N5/02
摘要： Techniques for creating a distributed application flow from a set of rules are provided. The techniques include creating a control-flow graph for each rule, creating one or more dependency links between two or more rules, partitioning a resulting graph, wherein the resulting graph comprises one or more control-flow graphs and one or more dependency links, into one or more operators by determining an optimal set of one or more cuts through the resulting graph such that a cost function is minimized, and generating stream processing flow code from the partitioned graph.
摘要翻译：提供了从一组规则创建分布式应用程序流的技术。这些技术包括为每个规则创建控制流程图，在两个或多个规则之间创建一个或多个依赖关系链接，分割生成的图形，其中生成的图形包括一个或多个控制流图和一个或多个依赖性链接，一个或多个运算符通过确定通过所得图形的一个或多个切割的最佳集合使得成本函数最小化，以及从分割图生成流处理流程代码。

6. 发明申请

US20120233590A1 Sharing of Flows in a Stream Processing System 有权
标题翻译：在流处理系统中共享流
公开(公告)号：US20120233590A1
公开(公告)日：2012-09-13
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： G06F9/44
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.
摘要翻译：提供了用于生成流程代码的技术。这些技术包括接收要部署的应用程序的流程，其中流程包括一个或多个子流，通过查询运行时间来识别与已经在单独流中运行的现有子流程相匹配的流的子流流信息存储库，用于生成流的代码，其中代码包括与已经在单独流中运行的现有子流不匹配的每个子流的新生成的代码，并且其中代码还包括一个或多个连接器以匹配已经在单独流中运行的子流，代替为已经在单独流中运行的现有子流量的子流生成新代码，以及部署用于流的生成代码并更新运行 - 时间流信息库，其中包含与流程有关的信息。

7. 发明申请

US20110131557A1 ASSEMBLY AND DEPLOYMENT OF MULTI-PLATFORM FLOW-BASED APPLICATIONS 有权
标题翻译：装配和部署多平台流程应用
公开(公告)号：US20110131557A1
公开(公告)日：2011-06-02
申请号：US12626745
申请日：2009-11-27
申请人： Eric Bouillet , Mark D. Feblowitz , Hanhua Feng , Anand Ranganathan , Anton V. Riabov , Octavian Udrea
发明人： Eric Bouillet , Mark D. Feblowitz , Hanhua Feng , Anand Ranganathan , Anton V. Riabov , Octavian Udrea
IPC分类号： G06F9/45
CPC分类号： G06F9/541
摘要： A method and computer program product for assembling and deploying multi-platform flow based applications. An information processing flow that produces a result is assembled, the information processing flow includes components connected by data links, a component includes software code that describes at least one of an input constraint or an output constraint of the component, and at least two of the components are deployable on different computing platforms. The information processing flow is partitioned into sub-flows, such that for each sub-flow every component in the sub-flow is deployable on the same computing platform. The sub-flows are deployed on their respective computing platforms.
摘要翻译：一种用于组装和部署基于多平台流程的应用程序的方法和计算机程序产品。组合产生结果的信息处理流程，信息处理流程包括通过数据链路连接的组件，组件包括描述组件的输入约束或输出约束中的至少一个的软件代码，以及至少两个组件可部署在不同的计算平台上。信息处理流被划分为子流，使得对于每个子流，子流中的每个组件可部署在相同的计算平台上。子流部署在各自的计算平台上。

8. 发明授权

US09098310B2 Constructing and deploying patterns of flows 有权
标题翻译：构建和部署流动模式
公开(公告)号：US09098310B2
公开(公告)日：2015-08-04
申请号：US12608689
申请日：2009-10-29
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 , G06F9/44
CPC分类号： G06F9/466 , G06F3/04842 , G06F8/10 , G06F8/447 , G06F9/4494 , G06F9/4881
摘要： A flow pattern is generated from a single flow, in which the flow pattern describes a plurality of flows that are structurally similar to one another and perform similar tasks. End users are then capable of exploring the different flows of the pattern and selecting one or more flows based on high-level goals.
摘要翻译：从单个流生成流动模式，其中流动模式描述在结构上彼此相似并且执行类似任务的多个流。最终用户能够探索不同的模式流，并且基于高级目标选择一个或多个流。

9. 发明申请

US20140081896A1 Creating Stream Processing Flows from Sets of Rules 有权
标题翻译：从规则集创建流处理流程
公开(公告)号：US20140081896A1
公开(公告)日：2014-03-20
申请号：US13043844
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： G06N5/02
CPC分类号： G06N5/025 , G06N5/02
摘要： Techniques for creating a distributed application flow from a set of rules are provided. The techniques include creating a control-flow graph for each rule, creating one or more dependency links between two or more rules, partitioning a resulting graph, wherein the resulting graph comprises one or more control-flow graphs and one or more dependency links, into one or more operators by determining an optimal set of one or more cuts through the resulting graph such that a cost function is minimized, and generating stream processing flow code from the partitioned graph.
摘要翻译：提供了从一组规则创建分布式应用程序流的技术。这些技术包括为每个规则创建控制流程图，在两个或多个规则之间创建一个或多个依赖关系链接，分割生成的图形，其中生成的图形包括一个或多个控制流图和一个或多个依赖性链接，一个或多个运算符通过确定通过所得图形的一个或多个切割的最佳集合使得成本函数最小化，以及从分割图生成流处理流程代码。

10. 发明申请

US20140067750A1 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：US20140067750A1
公开(公告)日：2014-03-06
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： 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。

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