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公开(公告)号：US08689233B2
公开(公告)日：2014-04-01
申请号：US13357650
申请日：2012-01-25
申请人： David G. Chapman , Rajaram B. Krishnamurthy , Carl J. Parris , Donald W. Schmidt , Benjamin P. Segal
发明人： David G. Chapman , Rajaram B. Krishnamurthy , Carl J. Parris , Donald W. Schmidt , Benjamin P. Segal
CPC分类号： G06F9/5027 , G06F2209/509 , G06F2209/549
摘要： A system for distributed function execution, the system includes a host in operable communication with an accelerator. The system is configured to perform a method including processing an application by the host and distributing at least a portion of the application to the accelerator for execution. The method also includes instructing the accelerator to create a buffer on the accelerator, instructing the accelerator to execute the portion of the application, wherein the accelerator writes data to the buffer and instructing the accelerator to transmit the data in the buffer to the host before the application requests the data in the buffer. The accelerator aggregates the data in the buffer before transmitting the data to the host based upon one or more runtime conditions in the host.
摘要翻译： 一种用于分布式功能执行的系统，该系统包括与加速器可操作地通信的主机。 该系统被配置为执行包括由主机处理应用程序并将应用程序的至少一部分分发到加速器以执行的方法。 该方法还包括指示加速器在加速器上创建缓冲器，指示加速器执行应用程序的部分，其中加速器向缓冲器写入数据并指示加速器在缓冲器之前将数据发送到主机 应用程序请求缓冲区中的数据。 基于主机中的一个或多个运行时间条件，加速器将缓冲器中的数据传送到主机。
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公开(公告)号：US20130191848A1
公开(公告)日：2013-07-25
申请号：US13357650
申请日：2012-01-25
申请人： David G. Chapman , Rajaram B. Krishnamurthy , Carl J. Parris , Donald W. Schmidt , Benjamin P. Segal
发明人： David G. Chapman , Rajaram B. Krishnamurthy , Carl J. Parris , Donald W. Schmidt , Benjamin P. Segal
IPC分类号： G06F9/46
CPC分类号： G06F9/5027 , G06F2209/509 , G06F2209/549
摘要： A system for distributed function execution, the system includes a host in operable communication with an accelerator. The system is configured to perform a method including processing an application by the host and distributing at least a portion of the application to the accelerator for execution. The method also includes instructing the accelerator to create a buffer on the accelerator, instructing the accelerator to execute the portion of the application, wherein the accelerator writes data to the buffer and instructing the accelerator to transmit the data in the buffer to the host before the application requests the data in the buffer. The accelerator aggregates the data in the buffer before transmitting the data to the host based upon one or more runtime conditions in the host.
摘要翻译： 一种用于分布式功能执行的系统，该系统包括与加速器可操作地通信的主机。 该系统被配置为执行包括由主机处理应用程序并将应用程序的至少一部分分发到加速器以执行的方法。 该方法还包括指示加速器在加速器上创建缓冲器，指示加速器执行应用程序的部分，其中加速器向缓冲器写入数据并指示加速器在缓冲器之前将数据发送到主机 应用程序请求缓冲区中的数据。 基于主机中的一个或多个运行时间条件，加速器将缓冲器中的数据传送到主机。
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公开(公告)号：US08788871B2
公开(公告)日：2014-07-22
申请号：US13170453
申请日：2011-06-28
IPC分类号： G06F11/00
CPC分类号： G06F9/50 , G06F11/008 , G06F11/1645 , G06F11/188
摘要： A method, system, and computer program product for maintaining reliability in a computer system. In an example embodiment, the method includes performing a first data computation by a first set of processors, the first set of processors having a first computer processor architecture. The method continues by performing a second data computation by a second processor coupled to the first set of processors, the second processor having a second computer processor architecture, the first computer processor architecture being different than the second computer processor architecture. Finally, the method includes dynamically allocating computational resources of the first set of processors and the second processor based on at least one metric while the first set of processors and the second processor are in operation such that the accuracy and processing speed of the first data computation and the second data computation are optimized.
摘要翻译： 一种用于在计算机系统中维持可靠性的方法，系统和计算机程序产品。 在示例实施例中，该方法包括由第一组处理器执行第一数据计算，第一组处理器具有第一计算机处理器架构。 该方法通过由耦合到第一组处理器的第二处理器执行第二数据计算而继续，第二处理器具有第二计算机处理器架构，第一计算机处理器架构不同于第二计算机处理器架构。 最后，该方法包括在第一组处理器和第二处理器运行时基于至少一个度量来动态分配第一组处理器和第二处理器的计算资源，使得第一数据计算的精度和处理速度 并且第二数据计算被优化。
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公开(公告)号：US08806269B2
公开(公告)日：2014-08-12
申请号：US13170590
申请日：2011-06-28
IPC分类号： G06F11/00
CPC分类号： G06F15/76 , G06F11/1494 , G06F11/1641 , G06F11/182 , G06F11/185 , G06F11/187 , G06F11/2007
摘要： A method, system, and computer program product for maintaining reliability in a computer system. In an example embodiment, the method includes managing workloads on a first processor with a first processor architecture by an agent process executing on a second processor with a second processor architecture. The method proceeds by activating redundant computation on the second processor by the agent process. The method continues by performing a same computation from a workload of the workloads at least twice. Finally, the method includes comparing results of the same computation. In this embodiment the first processor is coupled the second processor by a network, and the first processor architecture and second processor architecture are different architectures.
摘要翻译： 一种用于在计算机系统中维持可靠性的方法，系统和计算机程序产品。 在示例实施例中，该方法包括通过在具有第二处理器架构的第二处理器上执行的代理进程来管理具有第一处理器架构的第一处理器上的工作负载。 该方法通过在代理处理中激活第二处理器上的冗余计算来进行。 该方法通过至少两次从工作负载的工作负载执行相同的计算来继续。 最后，该方法包括比较相同计算的结果。 在该实施例中，第一处理器通过网络耦合第二处理器，并且第一处理器架构和第二处理器架构是不同的架构。
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公开(公告)号：US20130007412A1
公开(公告)日：2013-01-03
申请号：US13170590
申请日：2011-06-28
CPC分类号： G06F15/76 , G06F11/1494 , G06F11/1641 , G06F11/182 , G06F11/185 , G06F11/187 , G06F11/2007
摘要： A method, system, and computer program product for maintaining reliability in a computer system. In an example embodiment, the method includes managing workloads on a first processor with a first processor architecture by an agent process executing on a second processor with a second processor architecture. The method proceeds by activating redundant computation on the second processor by the agent process. The method continues by performing a same computation from a workload of the workloads at least twice. Finally, the method includes comparing results of the same computation. In this embodiment the first processor is coupled the second processor by a network, and the first processor architecture and second processor architecture are different architectures.
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公开(公告)号：US20130007759A1
公开(公告)日：2013-01-03
申请号：US13170453
申请日：2011-06-28
IPC分类号： G06F9/46
CPC分类号： G06F9/50 , G06F11/008 , G06F11/1645 , G06F11/188
摘要： A method, system, and computer program product for maintaining reliability in a computer system. In an example embodiment, the method includes performing a first data computation by a first set of processors, the first set of processors having a first computer processor architecture. The method continues by performing a second data computation by a second processor coupled to the first set of processors, the second processor having a second computer processor architecture, the first computer processor architecture being different than the second computer processor architecture. Finally, the method includes dynamically allocating computational resources of the first set of processors and the second processor based on at least one metric while the first set of processors and the second processor are in operation such that the accuracy and processing speed of the first data computation and the second data computation are optimized.
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公开(公告)号：US20120054770A1
公开(公告)日：2012-03-01
申请号：US12872761
申请日：2010-08-31
CPC分类号： G06F9/4893 , G06F9/505 , Y02D10/22 , Y02D10/24
摘要： Embodiments of the present invention provide high-throughput computing in a hybrid processing system. A set of high-throughput computing service level agreements (SLAs) is analyzed. The set of high-throughput computing SLAs are associated with a hybrid processing system. The hybrid processing system includes at least one server system that includes a first computing architecture and a set of accelerator systems each including a second computing architecture that is different from the first computing architecture. A first set of resources at the server system and a second set of resources at the set of accelerator systems are monitored. A set of data-parallel workload tasks is dynamically scheduled across at least one resource in the first set of resources and at least one resource in the second set of resources. The dynamic scheduling of the set of data-parallel workload tasks substantially satisfies the set of high-throughput computing SLAs.
摘要翻译： 本发明的实施例在混合处理系统中提供高吞吐量计算。 分析了一组高吞吐量计算服务水平协议（SLA）。 该组高吞吐量计算SLA与混合处理系统相关联。 混合处理系统包括至少一个包括第一计算架构和一组加速器系统的服务器系统，每个加速器系统包括不同于第一计算体系结构的第二计算体系结构。 监视在服务器系统处的第一组资源和在该组加速器系统处的第二组资源。 一组数据并行工作负载任务在第一组资源中的至少一个资源和第二组资源中的至少一个资源上动态调度。 一组数据并行工作负载任务的动态调度基本上满足了高吞吐量计算SLA的集合。
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公开(公告)号：US08914805B2
公开(公告)日：2014-12-16
申请号：US12872793
申请日：2010-08-31
CPC分类号： G06F9/4881 , G06F9/5088 , G06F2209/509
摘要： Embodiments of the present invention manage workloads in a high-throughput computing environment for a hybrid processing system. A set of high-throughput computing service level agreements (SLAs) is retrieved. The set of SLAs is associated with a hybrid processing system including a server system and a set of accelerator systems, where each system has a different architecture. A first set of data-parallel workload tasks scheduled on the server system and a second set of data-parallel workload tasks scheduled with the set of accelerator systems are identified. At least a portion of one of the first set of data-parallel workload tasks and the second set of data-parallel workload tasks is dynamically rescheduled on a second one of the server system and the set of accelerator systems. The dynamically rescheduling substantially satisfies the set of high-throughput computing SLAs.
摘要翻译： 本发明的实施例管理用于混合处理系统的高吞吐量计算环境中的工作负载。 检索一组高吞吐量计算服务级别协议（SLA）。 SLA集合与包括服务器系统和一组加速器系统的混合处理系统相关联，其中每个系统具有不同的架构。 识别在服务器系统上调度的第一组数据并行工作负载任务和由该组加速器系统调度的第二组数据并行工作负载任务。 所述第一组数据并行工作负载任务中的一个和所述第二组数据并行工作负载任务中的至少一部分被动态地重新安排在所述服务器系统和所述一组加速器系统的第二组上。 动态重新调度基本上满足了一组高吞吐量计算SLA。
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公开(公告)号：US08739171B2
公开(公告)日：2014-05-27
申请号：US12872761
申请日：2010-08-31
IPC分类号： G06F9/46
CPC分类号： G06F9/4893 , G06F9/505 , Y02D10/22 , Y02D10/24
摘要： Embodiments of the present invention provide high-throughput computing in a hybrid processing system. A set of high-throughput computing service level agreements (SLAs) is analyzed. The set of high-throughput computing SLAs are associated with a hybrid processing system. The hybrid processing system includes at least one server system that includes a first computing architecture and a set of accelerator systems each including a second computing architecture that is different from the first computing architecture. A first set of resources at the server system and a second set of resources at the set of accelerator systems are monitored. A set of data-parallel workload tasks is dynamically scheduled across at least one resource in the first set of resources and at least one resource in the second set of resources. The dynamic scheduling of the set of data-parallel workload tasks substantially satisfies the set of high-throughput computing SLAs.
摘要翻译： 本发明的实施例在混合处理系统中提供高吞吐量计算。 分析了一组高吞吐量计算服务水平协议（SLA）。 该组高吞吐量计算SLA与混合处理系统相关联。 混合处理系统包括至少一个包括第一计算架构和一组加速器系统的服务器系统，每个加速器系统包括不同于第一计算体系结构的第二计算体系结构。 监视在服务器系统处的第一组资源和在该组加速器系统处的第二组资源。 一组数据并行工作负载任务在第一组资源中的至少一个资源和第二组资源中的至少一个资源上动态调度。 一组数据并行工作负载任务的动态调度基本上满足了高吞吐量计算SLA的集合。
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公开(公告)号：US20120054771A1
公开(公告)日：2012-03-01
申请号：US12872793
申请日：2010-08-31
IPC分类号： G06F9/46
CPC分类号： G06F9/4881 , G06F9/5088 , G06F2209/509
摘要： Embodiments of the present invention manage workloads in a high-throughput computing environment for a hybrid processing system. A set of high-throughput computing service level agreements (SLAs) is retrieved. The set of SLAs is associated with a hybrid processing system including a server system and a set of accelerator systems, where each system has a different architecture. A first set of data-parallel workload tasks scheduled on the server system and a second set of data-parallel workload tasks scheduled with the set of accelerator systems are identified. At least a portion of one of the first set of data-parallel workload tasks and the second set of data-parallel workload tasks is dynamically rescheduled on a second one of the server system and the set of accelerator systems. The dynamically rescheduling substantially satisfies the set of high-throughput computing SLAs.
摘要翻译： 本发明的实施例管理用于混合处理系统的高吞吐量计算环境中的工作负载。 检索一组高吞吐量计算服务级别协议（SLA）。 SLA集合与包括服务器系统和一组加速器系统的混合处理系统相关联，其中每个系统具有不同的架构。 识别在服务器系统上调度的第一组数据并行工作负载任务和由该组加速器系统调度的第二组数据并行工作负载任务。 所述第一组数据并行工作负载任务中的一个和所述第二组数据并行工作负载任务中的至少一部分被动态地重新安排在所述服务器系统和所述一组加速器系统的第二组上。 动态重新调度基本上满足了一组高吞吐量计算SLA。
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