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1. 发明申请

US20080195447A1 SYSTEM AND METHOD FOR CAPACITY SIZING FOR COMPUTER SYSTEMS 审中-公开
标题翻译：用于计算机系统的容量大小的系统和方法
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。

2. 发明申请

US20080172671A1 METHOD AND SYSTEM FOR EFFICIENT MANAGEMENT OF RESOURCE UTILIZATION DATA IN ON-DEMAND COMPUTING 审中-公开
标题翻译：资源利用数据在需求计算中的有效管理方法与系统
公开(公告)号：US20080172671A1
公开(公告)日：2008-07-17
申请号：US11622163
申请日：2007-01-11
申请人： Eric Bouillet , Zhen Liu , Dimitrios Pendarakis , Cary Perkins , Li Zhang
发明人： Eric Bouillet , Zhen Liu , Dimitrios Pendarakis , Cary Perkins , Li Zhang
IPC分类号： G06F9/46
CPC分类号： G06F11/3476 , G06F11/3452
摘要： The present invention is based on the main ideas that different sub-intervals of a resource utilization time series are to be summarized with different granularity in the time axis, depending on the values of the series over that interval. Therefore, periods of high resource utilization are represented with higher time granularity, while periods of low resource utilization are represented with lower time granularity, the value stored can represent a function of the summarized values, such as the average or maximum value of the low resource utilization period. The captured resource utilization data is used to generate profiles, wherein the profiles summarize the historical utilization data. The profiles further capture pseudo-periodic behavior over different time scales.
摘要翻译：本发明基于如下主要思想：资源利用时间序列的不同子时间间隔在时间轴上以不同的粒度被总结，这取决于该间隔上的序列值。因此，高资源利用周期以较高的时间粒度表示，而资源利用率低的周期以较低的时间粒度表示，存储的值可以表示汇总值的函数，例如低资源的平均值或最大值利用期。捕获的资源利用率数据用于生成简档，其中概要文件概括了历史使用数据。轮廓进一步捕获不同时间尺度的伪周期行为。

3. 发明申请

US20070162602A1 Template-based approach for workload generation 审中-公开
标题翻译：基于模板的工作量生成方法
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。

4. 发明授权

US08185352B2 Benchmarking correlated stream processing systems 失效
标题翻译：基准相关流处理系统
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。

5. 发明授权

US07698106B2 System and method for benchmarking correlated stream processing systems 失效
标题翻译：用于基准相关流处理系统的系统和方法
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。

6. 发明申请

US20090024358A1 BENCHMARKING CORRELATED STREAM PROCESSING SYSTEMS 失效
标题翻译：基准相关流程处理系统
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。

7. 发明授权

US07467066B2 System and method for benchmarking correlated stream processing systems 失效
标题翻译：用于基准相关流处理系统的系统和方法
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。

8. 发明申请

US20080228443A1 SYSTEM AND METHOD FOR BENCHMARKING CORRELATED STREAM PROCESSING SYSTEMS 失效
标题翻译：用于对相关流程处理系统进行标定的系统和方法
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。

9. 发明申请

US20070260428A1 System and method for benchmarking correlated stream processing systems 失效
标题翻译：用于基准相关流处理系统的系统和方法
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。

10. 发明申请

US20090327492A1 TEMPLATE-BASED APPROACH FOR WORKLOAD GENERATION 有权
标题翻译：基于模板的工作生成方法
公开(公告)号：US20090327492A1
公开(公告)日：2009-12-31
申请号：US12128959
申请日：2008-05-29
申请人： Kay S. Anderson , Eric P. Bouillet , Parijat Dube , Zhen Liu , Dimitrios Pendarakis
发明人： Kay S. Anderson , Eric P. Bouillet , Parijat Dube , Zhen Liu , Dimitrios Pendarakis
IPC分类号： G06F15/16
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。

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