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    • 21. 发明授权
    • Template-based approach for workload generation
    • 基于模板的工作量生成方法
    • US08924189B2
    • 2014-12-30
    • US12128959
    • 2008-05-29
    • Kay S. AndersonEric P. BouilletParijat DubeZhen LiuDimitrios Pendarakis
    • Kay S. AndersonEric P. BouilletParijat DubeZhen LiuDimitrios Pendarakis
    • G06F11/34G06G7/48G06F15/173G06Q10/06G06Q10/10
    • G06Q10/06G06F11/3414G06Q10/10
    • 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.
    • 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。
    • 22. 发明授权
    • System and method for autonomic system management through modulation of network controls
    • 通过网络控制调制自动系统管理的系统和方法
    • US08473602B2
    • 2013-06-25
    • US11150351
    • 2005-06-11
    • Zhen LiuDimitrios PendarakisJeremy I. SilberLaura Wynter
    • Zhen LiuDimitrios PendarakisJeremy I. SilberLaura Wynter
    • G06F15/173
    • H04L43/0876H04L41/0816H04L41/083
    • Systems and methods are provided to determine an allocation of network resources in a distributed on-demand information technology (IT) systems using existing control mechanisms for other operating system resources in order to achieve a desired operating point within the IT system. This desired operating point is obtained by optimizing a goal-based objective function while taking into account system constraints. The relationship between utilization of all system resources, i.e. network resources and processing resources, and attainment of performance objectives is autonomously obtained for a plurality of actions that could be required by a range of system applications. This relationship is used to allocate network resources to applications while maintaining desired performance objectives. The allocation is enforced using existing control mechanisms.
    • 提供系统和方法以确定分布式点播信息技术(IT)系统中的网络资源的分配,其使用用于其他操作系统资源的现有控制机制来实现IT系统内的期望的操作点。 通过在考虑到系统约束的情况下优化基于目标的目标函数来获得该期望的操作点。 所有系统资源的利用率,即网络资源和处理资源之间的关系以及达到性能目标的自主性可以由一系列系统应用可能需要的多个动作获得。 该关系用于将网络资源分配给应用程序,同时保持所需的性能目标。 使用现有的控制机制实施分配。
    • 23. 发明授权
    • Benchmarking correlated stream processing systems
    • 基准相关流处理系统
    • US08185352B2
    • 2012-05-22
    • US12140418
    • 2008-06-17
    • Kay S. AndersonJoseph P. BigusEric BouilletParijat DubeZhen LiuDimitrios Pendarakis
    • Kay S. AndersonJoseph P. BigusEric BouilletParijat DubeZhen LiuDimitrios Pendarakis
    • G06F11/30G06F11/00
    • G06F11/263
    • 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.
    • 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。
    • 24. 发明授权
    • System and method for benchmarking correlated stream processing systems
    • 用于基准相关流处理系统的系统和方法
    • US07698106B2
    • 2010-04-13
    • US11926208
    • 2007-10-29
    • Kay S. AndersonJoseph P. BigusEric BouilletParijat DubeZhen LiuDimitrios Pendarakis
    • Kay S. AndersonJoseph P. BigusEric BouilletParijat DubeZhen LiuDimitrios Pendarakis
    • G06F11/30G06F11/00
    • G06F11/263
    • 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.
    • 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。
    • 25. 发明授权
    • Data replica selector
    • 数据副本选择器
    • US07650529B2
    • 2010-01-19
    • US12145540
    • 2008-06-25
    • Jinliang FanZhen LiuDimitrios Pendarakis
    • Jinliang FanZhen LiuDimitrios Pendarakis
    • G06F11/00
    • H04L67/1095G06F11/202G06F11/2053H04L67/18H04L69/40H04W4/02
    • There is provided a method and system for replicating data at another location. The system includes a source node that contains data in a data storage area. The source node is coupled to a network of potential replication nodes. The processor determines at least two eligible nodes in the network of nodes and determines the communication cost associated with a each of the eligible nodes. The processor also determines a probability of a concurrent failure of the source node and each of eligible nodes, and selects at least one of the eligible nodes for replication of the data located on the source node. The selection is based on the determined communication costs and probability of concurrent failure.
    • 提供了在另一个位置复制数据的方法和系统。 该系统包括在数据存储区域中包含数据的源节点。 源节点耦合到潜在复制节点的网络。 处理器确定节点网络中的至少两个合格节点,并确定与每个合格节点相关联的通信成本。 处理器还确定源节点和每个合格节点的并发故障的概率,并且选择至少一个合格节点用于复制位于源节点上的数据。 选择是基于确定的通信成本和并发故障的概率。
    • 26. 发明申请
    • BENCHMARKING CORRELATED STREAM PROCESSING SYSTEMS
    • 基准相关流程处理系统
    • US20090024358A1
    • 2009-01-22
    • US12140418
    • 2008-06-17
    • KAY S. ANDERSONJoseph P. BigusEric BouilletParijat DubeZhen LiuDimitrios Pendarakis
    • KAY S. ANDERSONJoseph P. BigusEric BouilletParijat DubeZhen LiuDimitrios Pendarakis
    • G06F15/00
    • G06F11/263
    • 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.
    • 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。