公开(公告)号：US20070162602A1

公开(公告)日：2007-07-12

申请号：US11327071

申请日：2006-01-06

申请人： Kay Anderson ,  Eric Bouillet ,  Parijat Dube ,  Zhen Liu ,  Dimitrios Pendarakis

发明人： Kay Anderson ,  Eric Bouillet ,  Parijat Dube ,  Zhen Liu ,  Dimitrios Pendarakis

IPC分类号： G06F15/173

CPC分类号： G06Q10/06 ,  G06F11/3414 ,  G06Q10/10

摘要： A system and method for workload generation include a processor for identifying a workload model by determining each of a hierarchy for workload generation, time scales for workload generation, and states and transitions at each of the time scales, and defining a parameter by determining each of fields for user specific attributes, application specific attributes, network specific attributes, content specific attributes, and a probability distribution function for each of the attributes; a user level template unit corresponding to a relatively slow time scale in signal communication with the processor; an application level template corresponding to a relatively faster time scale in signal communication with the processor; a stream level template corresponding to a relatively fastest time scale in signal communication with the processor; and a communications adapter in signal communication with the processor for defining a workload generating unit responsive to the template units.

摘要翻译： 用于工作负载生成的系统和方法包括：通过确定工作负载生成的层次结构，工作负载生成的时间标度以及每个时间尺度上的状态和转换来确定工作负载模型的每个处理器，以及通过确定每个 针对用户特定属性的字段，应用特定属性，网络特定属性，内容特定属性以及每个属性的概率分布函数; 用户级模板单元，其对应于与处理器进行信号通信的相对较慢的时标; 应用级模板对应于与处理器进行信号通信的相对较快的时间尺度; 对应于与处理器进行信号通信的相对较快的时标的流级模板; 以及与处理器进行信号通信的通信适配器，用于响应于模板单元来定义工作量生成单元。

公开(公告)号：US20070260428A1

公开(公告)日：2007-11-08

申请号：US11418740

申请日：2006-05-05

申请人： Kay Anderson ,  Joseph Bigus ,  Eric Bouillet ,  Parijat Dube ,  Zhen Liu ,  Dimitrios Pendarakis

发明人： Kay Anderson ,  Joseph Bigus ,  Eric Bouillet ,  Parijat Dube ,  Zhen Liu ,  Dimitrios Pendarakis

IPC分类号： G06F19/00

CPC分类号： G06F11/263

摘要： A system, method, and computer program product for benchmarking a stream processing system are disclosed. The method comprises generating a plurality of correlated test streams. A semantically related data set is embedded within each of the test streams in the plurality of correlated test streams. The plurality of correlated test streams is provided to at least one stream processing system. A summary is generated for each of the semantically related embedded data sets. A common identifier, which is transparent to the system being tested, is embedded within each stream in the plurality of correlated test streams. The common identifier is extracted from the output data set generated by the stream processing system. At least one of the stored copies of the summaries and the common identifier are compared to an output data set including a set of zero or more correlation results generated by the stream processing system.

摘要翻译： 公开了一种用于基准流处理系统的系统，方法和计算机程序产品。 该方法包括生成多个相关测试流。 语义相关的数据集嵌入在多个相关测试流中的每个测试流内。 多个相关测试流被提供给至少一个流处理系统。 为每个语义相关的嵌入式数据集生成一个摘要。 对被测系统透明的公共标识符嵌入在多个相关测试流中的每个流内。 从流处理系统生成的输出数据集中提取公共标识符。 将总结的存储副本和公共标识符中的至少一个与包括由流处理系统生成的一组零个或多个相关结果的输出数据集进行比较。

公开(公告)号：US07467066B2

公开(公告)日：2008-12-16

申请号：US11418740

申请日：2006-05-05

申请人： Kay S. Anderson ,  Joseph P. Bigus ,  Eric Bouillet ,  Parijat Dube ,  Zhen Liu ,  Dimitrios Pendarakis

发明人： Kay S. Anderson ,  Joseph P. Bigus ,  Eric Bouillet ,  Parijat Dube ,  Zhen Liu ,  Dimitrios Pendarakis

IPC分类号： G06F15/00 ,  G01R31/00

CPC分类号： G06F11/263

摘要： A system, method, and computer program product for benchmarking a stream processing system are disclosed. The method comprises generating a plurality of correlated test streams. A semantically related data set is embedded within each of the test streams in the plurality of correlated test streams. The plurality of correlated test streams is provided to at least one stream processing system. A summary is generated for each of the semantically related embedded data sets. A common identifier, which is transparent to the system being tested, is embedded within each stream in the plurality of correlated test streams. The common identifier is extracted from the output data set generated by the stream processing system. At least one of the stored copies of the summaries and the common identifier are compared to an output data set including a set of zero or more correlation results generated by the stream processing system.

摘要翻译： 公开了一种用于基准流处理系统的系统，方法和计算机程序产品。 该方法包括生成多个相关测试流。 语义相关的数据集嵌入在多个相关测试流中的每个测试流内。 多个相关测试流被提供给至少一个流处理系统。 为每个语义相关的嵌入式数据集生成一个摘要。 对被测系统透明的公共标识符嵌入在多个相关测试流中的每个流内。 从流处理系统生成的输出数据集中提取公共标识符。 将总结的存储副本和公共标识符中的至少一个与包括由流处理系统生成的一组零个或多个相关结果的输出数据集进行比较。

公开(公告)号：US20080228443A1

公开(公告)日：2008-09-18

申请号：US11926208

申请日：2007-10-29

申请人： KAY S. ANDERSON ,  Joseph P. Bigus ,  Eric Bouillet ,  Parijat Dube ,  Zhen Liu ,  Dimitrios Pendarakis

发明人： KAY S. ANDERSON ,  Joseph P. Bigus ,  Eric Bouillet ,  Parijat Dube ,  Zhen Liu ,  Dimitrios Pendarakis

IPC分类号： G06F19/00

CPC分类号： G06F11/263

摘要： A system, method, and computer program product for benchmarking a stream processing system are disclosed. The method comprises generating a plurality of correlated test streams. A semantically related data set is embedded within each of the test streams in the plurality of correlated test streams. The plurality of correlated test streams is provided to at least one stream processing system. A summary is generated for each of the semantically related embedded data sets. A common identifier, which is transparent to the system being tested, is embedded within each stream in the plurality of correlated test streams. The common identifier is extracted from the output data set generated by the stream processing system. At least one of the stored copies of the summaries and the common identifier are compared to an output data set including a set of zero or more correlation results generated by the stream processing system.

摘要翻译： 公开了一种用于基准流处理系统的系统，方法和计算机程序产品。 该方法包括生成多个相关测试流。 语义相关的数据集嵌入在多个相关测试流中的每个测试流内。 多个相关测试流被提供给至少一个流处理系统。 为每个语义相关的嵌入式数据集生成一个摘要。 对被测系统透明的公共标识符嵌入在多个相关测试流中的每个流内。 从流处理系统生成的输出数据集中提取公共标识符。 将总结的存储副本和公共标识符中的至少一个与包括由流处理系统生成的一组零个或多个相关结果的输出数据集进行比较。

公开(公告)号：US08185352B2

公开(公告)日：2012-05-22

申请号：US12140418

申请日：2008-06-17

申请人： Kay S. Anderson ,  Joseph P. Bigus ,  Eric Bouillet ,  Parijat Dube ,  Zhen Liu ,  Dimitrios Pendarakis

发明人： Kay S. Anderson ,  Joseph P. Bigus ,  Eric Bouillet ,  Parijat Dube ,  Zhen Liu ,  Dimitrios Pendarakis

IPC分类号： G06F11/30 ,  G06F11/00

CPC分类号： G06F11/263

摘要： A system, method, and computer program product for benchmarking a stream processing system are disclosed. The method comprises generating a plurality of correlated test streams. A semantically related data set is embedded within each of the test streams in the plurality of correlated test streams. The plurality of correlated test streams is provided to at least one stream processing system. A summary is generated for each of the semantically related embedded data sets. A common identifier, which is transparent to the system being tested, is embedded within each stream in the plurality of correlated test streams. The common identifier is extracted from the output data set generated by the stream processing system. At least one of the stored copies of the summaries and the common identifier are compared to an output data set including a set of zero or more correlation results generated by the stream processing system.

摘要翻译： 公开了一种用于基准流处理系统的系统，方法和计算机程序产品。 该方法包括生成多个相关测试流。 语义相关的数据集嵌入在多个相关测试流中的每个测试流内。 多个相关测试流被提供给至少一个流处理系统。 为每个语义相关的嵌入式数据集生成一个摘要。 对被测系统透明的公共标识符嵌入在多个相关测试流中的每个流内。 从流处理系统生成的输出数据集中提取公共标识符。 将总结的存储副本和公共标识符中的至少一个与包括由流处理系统生成的一组零个或多个相关结果的输出数据集进行比较。

公开(公告)号：US07698106B2

公开(公告)日：2010-04-13

申请号：US11926208

申请日：2007-10-29

申请人： Kay S. Anderson ,  Joseph P. Bigus ,  Eric Bouillet ,  Parijat Dube ,  Zhen Liu ,  Dimitrios Pendarakis

发明人： Kay S. Anderson ,  Joseph P. Bigus ,  Eric Bouillet ,  Parijat Dube ,  Zhen Liu ,  Dimitrios Pendarakis

IPC分类号： G06F11/30 ,  G06F11/00

CPC分类号： G06F11/263

摘要： A system, method, and computer program product for benchmarking a stream processing system are disclosed. The method comprises generating a plurality of correlated test streams. A semantically related data set is embedded within each of the test streams in the plurality of correlated test streams. The plurality of correlated test streams is provided to at least one stream processing system. A summary is generated for each of the semantically related embedded data sets. A common identifier, which is transparent to the system being tested, is embedded within each stream in the plurality of correlated test streams. The common identifier is extracted from the output data set generated by the stream processing system. At least one of the stored copies of the summaries and the common identifier are compared to an output data set including a set of zero or more correlation results generated by the stream processing system.

摘要翻译： 公开了一种用于基准流处理系统的系统，方法和计算机程序产品。 该方法包括生成多个相关测试流。 语义相关的数据集嵌入在多个相关测试流中的每个测试流内。 多个相关测试流被提供给至少一个流处理系统。 为每个语义相关的嵌入式数据集生成一个摘要。 对被测系统透明的公共标识符嵌入在多个相关测试流中的每个流内。 从流处理系统生成的输出数据集中提取公共标识符。 将总结的存储副本和公共标识符中的至少一个与包括由流处理系统生成的一组零个或多个相关结果的输出数据集进行比较。

公开(公告)号：US20090024358A1

公开(公告)日：2009-01-22

申请号：US12140418

申请日：2008-06-17

申请人： KAY S. ANDERSON ,  Joseph P. Bigus ,  Eric Bouillet ,  Parijat Dube ,  Zhen Liu ,  Dimitrios Pendarakis

发明人： KAY S. ANDERSON ,  Joseph P. Bigus ,  Eric Bouillet ,  Parijat Dube ,  Zhen Liu ,  Dimitrios Pendarakis

IPC分类号： G06F15/00

CPC分类号： G06F11/263

摘要： A system, method, and computer program product for benchmarking a stream processing system are disclosed. The method comprises generating a plurality of correlated test streams. A semantically related data set is embedded within each of the test streams in the plurality of correlated test streams. The plurality of correlated test streams is provided to at least one stream processing system. A summary is generated for each of the semantically related embedded data sets. A common identifier, which is transparent to the system being tested, is embedded within each stream in the plurality of correlated test streams. The common identifier is extracted from the output data set generated by the stream processing system. At least one of the stored copies of the summaries and the common identifier are compared to an output data set including a set of zero or more correlation results generated by the stream processing system.

摘要翻译： 公开了一种用于基准流处理系统的系统，方法和计算机程序产品。 该方法包括生成多个相关测试流。 语义相关的数据集嵌入在多个相关测试流中的每个测试流内。 多个相关测试流被提供给至少一个流处理系统。 为每个语义相关的嵌入式数据集生成一个摘要。 对被测系统透明的公共标识符嵌入在多个相关测试流中的每个流内。 从流处理系统生成的输出数据集中提取公共标识符。 将总结的存储副本和公共标识符中的至少一个与包括由流处理系统生成的一组零个或多个相关结果的输出数据集进行比较。

公开(公告)号：US20080195447A1

公开(公告)日：2008-08-14

申请号：US11673118

申请日：2007-02-09

申请人： Eric Bouillet ,  Zhen Liu ,  Dimitrios Pendarakis ,  Li Zhang

发明人： Eric Bouillet ,  Zhen Liu ,  Dimitrios Pendarakis ,  Li Zhang

IPC分类号： G05B19/418 ,  G06F9/46

CPC分类号： G06F9/5061 ,  G06Q10/0631 ,  G06Q10/06315 ,  G06Q30/0202

摘要： A system and method for capacity sizing in a computer device or system includes determining one or more classes of operations based on at least one of historical computational usage and predicted usage for a system. Based on the one or more classes of operations, at least one capacity target is set based on the computational usage for each class such that computational capacity is maintained at a set level over a given time period and the set level satisfies at least one usage criterion over the given time period.

摘要翻译： 一种用于计算机设备或系统中的容量大小化的系统和方法包括基于系统的历史计算使用和预测使用中的至少一个来确定一个或多个类别的操作。 基于一个或多个类别的操作，基于每个类的计算使用来设置至少一个容量目标，使得计算能力在给定时间段内保持在设定电平，并且所述设定电平满足至少一个使用准则 在给定的时间段内。

公开(公告)号：US07856503B2

公开(公告)日：2010-12-21

申请号：US11551034

申请日：2006-10-19

申请人： Eric Bouillet ,  Parijat Dube ,  Zhen Liu

发明人： Eric Bouillet ,  Parijat Dube ,  Zhen Liu

IPC分类号： G06F15/16

CPC分类号： H04L67/02 ,  G06F17/30516

摘要： One embodiment of the present method and apparatus for synthesizing a data stream includes retrieving meta data from at least one decision tree, the decision tree comprising a plurality of interconnected nodes, and generating the data stream in accordance with the meta data.

摘要翻译： 用于合成数据流的本方法和装置的一个实施例包括从至少一个决策树检索元数据，决策树包括多个互连节点，并根据元数据生成数据流。

公开(公告)号：US20080098115A1

公开(公告)日：2008-04-24

申请号：US11551034

申请日：2006-10-19

申请人： Eric Bouillet ,  Parijat Dube ,  Zhen Liu

发明人： Eric Bouillet ,  Parijat Dube ,  Zhen Liu

IPC分类号： G06F15/16

CPC分类号： H04L67/02 ,  G06F17/30516

摘要： One embodiment of the present method and apparatus for synthesizing a data stream includes retrieving meta data from at least one decision tree, the decision tree comprising a plurality of interconnected nodes, and generating the data stream in accordance with the meta data.

摘要翻译： 用于合成数据流的本方法和装置的一个实施例包括从至少一个决策树检索元数据，决策树包括多个互连节点，并根据元数据生成数据流。