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41. 发明授权

US06907426B2 Systems and methods for identifying and counting instances of temporal patterns 有权
标题翻译：用于识别和计数时间模式实例的系统和方法
公开(公告)号：US06907426B2
公开(公告)日：2005-06-14
申请号：US09860154
申请日：2001-05-17
申请人： Joseph L. Hellerstein , Sheng Ma , Chang-Shing Perng
发明人： Joseph L. Hellerstein , Sheng Ma , Chang-Shing Perng
IPC分类号： G06F17/30 , G06F7/00 , G06N5/02
CPC分类号： G06F17/30551 , G06F2216/03 , Y10S707/99936
摘要： Systems and methods for instance counting and for the identification of a temporal pattern in an event sequence. The system addresses the use of “earliest-first” and “no-reuse” policies as criteria for the correctness of counting. The system also achieves higher performance than conventional methods by utilizing incremental computation.
摘要翻译：用于实例计数和用于识别事件序列中的时间模式的系统和方法。该系统以“最早优先”和“不再使用”策略的方式解决了计数正确性的标准。该系统还通过利用增量计算实现了比传统方法更高的性能。

42. 发明授权

US06836894B1 Systems and methods for exploratory analysis of data for event management 失效
标题翻译：用于事件管理数据的探索性分析的系统和方法
公开(公告)号：US06836894B1
公开(公告)日：2004-12-28
申请号：US09359874
申请日：1999-07-27
申请人： Joseph L. Hellerstein , Sheng Ma , Steven S. Demion
发明人： Joseph L. Hellerstein , Sheng Ma , Steven S. Demion
IPC分类号： G06F946
CPC分类号： G06F11/323
摘要： Systems and methods are provided for exploratory analysis of event messages. The invention includes a parsing engine to translate textual messages into structured event data, a selection and control engine (SCE) to provide data management and communication channels for a set of analysis methods, and viewers to support different kinds of analysis methods. The invention further includes a mechanism for viewers to exchange information, a mechanism for interactively and iteratively refining parsing rules, and a mechanism to visualize events through event graphs.
摘要翻译：提供系统和方法用于对事件消息进行探索性分析。本发明包括将文本消息翻译成结构化事件数据的解析引擎，选择和控制引擎（SCE），以提供用于一组分析方法的数据管理和通信信道，以及支持不同种类的分析方法的观看者。本发明还包括用于交换信息的观看者的机制，用于交互地和迭代地提炼解析规则的机制，以及通过事件图形来可视化事件的机制。

43. 发明授权

US06701363B1 Method, computer program product, and system for deriving web transaction performance metrics 有权
标题翻译：方法，计算机程序产品和用于导出Web事务性能指标的系统
公开(公告)号：US06701363B1
公开(公告)日：2004-03-02
申请号：US09516172
申请日：2000-02-29
申请人： Willy W. Chiu , Nagui Halim , Joseph L. Hellerstein , LeRoy Albert Krueger, Jr. , W. Nathaniel Mills, III , Mark S. Squillante
发明人： Willy W. Chiu , Nagui Halim , Joseph L. Hellerstein , LeRoy Albert Krueger, Jr. , W. Nathaniel Mills, III , Mark S. Squillante
IPC分类号： G06F15173
CPC分类号： H04L41/5009 , H04L41/22 , H04L43/00 , H04L43/067 , H04L63/0428 , H04L67/02 , H04L67/22 , H04L67/34 , H04L69/329
摘要： The present invention comprises a method of relating characteristics gleaned by monitoring application transaction flows (and the decomposition thereof) to produce performance metrics useful to characterize the efficiency and performance of web transactions used in a web-based application. These metrics can assist application designers and developers in reorganizing their application content, programs, and transports to provide improved service to their consumer. Events are generated and composed into predefined activities on a web transaction basis. The performance metric is then derived that entails a relationship between at least two different activities that gives insight into the performance characteristics of the web transaction. By using the derived performance metrics, designers and developers of web pages can judge the effects of changes to their application relative to efficiency and performance. Different applications can also be compared and contrasted using these metrics. Furthermore, these metrics may serve as inputs to planning models used to project capacity, throughput, response time, and availability of the application.
摘要翻译：本发明包括一种通过监视应用事务流（及其分解）来收集特征的方法，以产生用于表征在基于Web的应用中使用的网络交易的效率和性能的性能度量。这些指标可以帮助应用程序设计人员和开发人员重组其应用程序内容，程序和传输，以便为其消费者提供改进的服务。生成事件，并将其组织成基于Web事务的预定义活动。然后导出性能度量，其包含至少两个不同活动之间的关系，这些活动可以深入了解Web事务的性能特征。通过使用派生的性能指标，网页的设计人员和开发人员可以相对于效率和性能来判断其应用程序的更改的影响。也可以使用这些度量来比较和对比不同的应用程序。此外，这些指标可以作为用于计划应用程序的容量，吞吐量，响应时间和可用性的规划模型的输入。

44. 发明授权

US09064038B2 Method and system for combining multiple benchmarks 有权
标题翻译：组合多个基准的方法和系统
公开(公告)号：US09064038B2
公开(公告)日：2015-06-23
申请号：US11511968
申请日：2006-08-29
申请人： Aaron B. Brown , Joseph L. Hellerstein , Tsz-Kin Lau , Sam Sampson Lightstone , Carolyn Haibt Norton , Peter K. L. Shum , William H. Tetzlaff
发明人： Aaron B. Brown , Joseph L. Hellerstein , Tsz-Kin Lau , Sam Sampson Lightstone , Carolyn Haibt Norton , Peter K. L. Shum , William H. Tetzlaff
IPC分类号： G06F9/44 , G06F11/34
CPC分类号： G06F11/3428
摘要： Techniques are disclosed for combining multiple benchmarks for use in assessing characteristics of a computing system. For example, a method for configuring and running multiple benchmarks includes the following steps. A multiple benchmark specification is obtained. The multiple benchmark specification includes multiple individual benchmark specifications and a multiple benchmark workflow describing an ordering according to which the multiple individual benchmarks are to be configured and run. The multiple benchmarks are configured and run according to the ordering identified in the multiple benchmark workflow. Results of the multiple benchmark runs are recorded. One or more specifications or results associated with at least one of the multiple benchmarks are utilized as part of a benchmark specification for at least another of the multiple benchmarks so as to provide consistency between at least the one and the other of the multiple benchmarks.
摘要翻译：公开了用于组合用于评估计算系统的特性的多个基准的技术。例如，一种用于配置和运行多个基准测试的方法包括以下步骤。获得多重基准规范。多个基准测试规范包括多个单独的基准测试规范和多个基准测试工作流程，描述根据多个单独的基准来配置和运行的排序。多个基准测试根据多基准工作流程中确定的顺序进行配置和运行。记录多个基准测试的结果。与多个基准中的至少一个相关联的一个或多个规范或结果被用作多个基准中的至少另一个的基准规范的一部分，以便提供多个基准中的至少一个和另一个之间的一致性。

45. 发明申请

US20130013785A1 METHOD AND APPARATUS FOR ONLINE SAMPLE INTERVAL DETERMINATION 审中-公开
标题翻译：在线样品间隔测定的方法和装置
公开(公告)号：US20130013785A1
公开(公告)日：2013-01-10
申请号：US13617901
申请日：2012-09-14
申请人： YIXIN DIAO , Joseph L. Hellerstein , Sam Sampson Lightstone , Adam J. Storm , Maheswaran Surendra
发明人： YIXIN DIAO , Joseph L. Hellerstein , Sam Sampson Lightstone , Adam J. Storm , Maheswaran Surendra
IPC分类号： G06F15/173
CPC分类号： G06F11/3495 , G06F9/5016 , G06F9/5033 , G06F11/3419 , G06F11/3452 , G06F2201/87
摘要： In one embodiment, functional system elements are added to an autonomic manager to enable automatic online sample interval selection. In another embodiment, a method for determining the sample interval by continually characterizing the system workload behavior includes monitoring the system data and analyzing the degree to which the workload is stationary. This makes the online optimization method less sensitive to system noise and capable of being adapted to handle different workloads. The effectiveness of the autonomic optimizer is thereby improved, making it easier to manage a wide range of systems.
摘要翻译：在一个实施例中，将功能系统元件添加到自主管理器以启用自动在线采样间隔选择。在另一个实施例中，用于通过连续地表征系统工作负载行为来确定采样间隔的方法包括监视系统数据并分析工作负载静止的程度。这使得在线优化方法对系统噪声不太敏感，并且能够适应于处理不同的工作负载。从而改进了自主优化器的有效性，从而更容易地管理广泛的系统。

46. 发明授权

US08181050B2 Adaptive throttling for data processing systems 有权
标题翻译：数据处理系统的自适应调节
公开(公告)号：US08181050B2
公开(公告)日：2012-05-15
申请号：US12136486
申请日：2008-06-10
申请人： Joseph L. Hellerstein , Matthew Huras , Sujay S. Parekh , Kevin R. Rose , Sam Lightstone
发明人： Joseph L. Hellerstein , Matthew Huras , Sujay S. Parekh , Kevin R. Rose , Sam Lightstone
IPC分类号： G06F1/32 , G06F9/44
CPC分类号： G06F9/4843 , G06Q10/04
摘要： An adaptive throttling system for minimizing the impact of non-production work on production work in a computer system is provided. The adaptive throttling system throttles production work and non-production work to optimize production. The adaptive throttling system allows system administrators to specify a quantified limit on the performance impact of non-production or utility work on production work. The throttling rate of the utility is then automatically determined by a supervisory agent, so that the utilities' impact is kept within the specified limit. The adaptive throttling system adapts dynamically to changes in workloads so as to ensure that valuable system resources are well utilized and utility work is not delayed unnecessarily.
摘要翻译：提供了一种用于最小化非生产工作对计算机系统中的生产工作的影响的自适应节流系统。自适应节流系统节约生产工作和非生产工作，优化生产。自适应调节系统允许系统管理员指定非生产或公用事业工作对生产工作的绩效影响的量化限制。公用事业的节流率由监督人员自动确定，使公用事业的影响力保持在规定的限度内。自适应调节系统动态地适应工作负载的变化，以确保有价值的系统资源得到充分利用，并且公用事业工作不会不必要地延迟。

47. 发明授权

US07848988B2 Automated service level management in financial terms 失效
标题翻译：财务自动化服务水平管理
公开(公告)号：US07848988B2
公开(公告)日：2010-12-07
申请号：US11756202
申请日：2007-05-31
申请人： Joseph L. Hellerstein , Gautam Kar , Alexander Keller , W. Nathaniel Mills, III , John F. Morar
发明人： Joseph L. Hellerstein , Gautam Kar , Alexander Keller , W. Nathaniel Mills, III , John F. Morar
IPC分类号： G06Q30/00
CPC分类号： G06Q10/10 , G06Q10/087 , G06Q40/00 , G06Q40/04 , G06Q40/06
摘要： Electronic contracts or “eContracts” for representing service level agreements are provided. In one illustrative embodiment, the eContract may comprise information pertaining to: (a) descriptions of business transactions in IT terms; (b) financial implications of business transaction service levels; and (c) reporting to be done in business terms. Of course, the eContract may comprise other terms and conditions. In an illustrative aspect of the invention, a system for managing IT resources in terms of business financials comprises an electronic contract authoring system or “ecAuthoring system,” an electronic contract manager module or “ecManager,” and one or more electronic contract agent modules or “ecAgents” that may run on IT elements (e.g., components of the network) that are being managed. Analysts interact with the ecAuthoring system to construct eContracts. An eContract is input to an ecManager that interprets the contract to report on and optimize IT resources based on business financials. The ecManager collaborates with ecAgents to monitor, report, and enforce contracts expressed in such business terms.
摘要翻译：提供了代表服务级别协议的电子合同或“eContract”。在一个说明性实施例中，eContract可以包括以下信息：（a）IT术语中的商业交易的描述; （b）商业交易服务水平的财务影响; （c）以商业条款进行报告。当然，eContract可能包括其他条款和条件。在本发明的说明性方面，用于在商业财务方面管理IT资源的系统包括电子合同制作系统或“ecAuthoring系统”，电子合同管理器模块或“ecManager”，以及一个或多个电子合同代理模块或可能在IT元素（例如，网络的组件）上运行的“ecAgents”被管理。分析师与ecAuthoring系统进行交互以构建eContracts。 eContract被输入到ecManager，该ECManager根据业务金融来解释合同报告和优化IT资源。 ecManager与ecAgent合作监控，报告和执行以此类业务条款表达的合同。

48. 发明授权

US07814194B2 Method and system for machine-aided rule construction for event management 有权
标题翻译：用于事件管理的机器辅助规则构建方法和系统
公开(公告)号：US07814194B2
公开(公告)日：2010-10-12
申请号：US09731937
申请日：2000-12-07
申请人： Joseph L. Hellerstein , Sheng Ma , David A. Rabenhorst
发明人： Joseph L. Hellerstein , Sheng Ma , David A. Rabenhorst
IPC分类号： G06F15/173
CPC分类号： H04L41/16 , H04L41/0631
摘要： Methods and systems are described for learning correlation rules used in event management. In one aspect of the invention, a method comprises the steps of: (a) marking one or more event groupings; (b) employing a machine learning program to learn the underlying concept of these groupings; (c) including a rule right-hand side; and (d) putting the new rule in the Rule DB. A system to implement this method may comprise components for: (1) interactive visualization and user interface control; (2) query-based learning; (3) Event DB access; and (4) correlation Rule DB access.
摘要翻译：描述了用于学习事件管理中使用的相关规则的方法和系统。在本发明的一个方面，一种方法包括以下步骤：（a）标记一个或多个事件分组; （b）采用机器学习计划来了解这些分组的基本概念; （c）包括右边的规则; 和（d）将新规则放在规则DB中。实现该方法的系统可以包括用于：（1）交互式可视化和用户界面控制的组件; （2）基于查询的学习; （3）事件DB访问; 和（4）相关规则DB访问。

49. 发明申请

US20100088704A1 META-SCHEDULER WITH META-CONTEXTS 有权
标题翻译： META-SCHEDULER与META-CONTEXTS
公开(公告)号：US20100088704A1
公开(公告)日：2010-04-08
申请号：US12244966
申请日：2008-10-03
申请人： Paul F. Ringseth , William R. Messmer , Niklas Gustafsson , Joseph L. Hellerstein
发明人： Paul F. Ringseth , William R. Messmer , Niklas Gustafsson , Joseph L. Hellerstein
IPC分类号： G06F9/46
CPC分类号： G06F9/4881 , G06F9/45533
摘要： A process in a computer system creates and uses a meta-scheduler with meta-contexts that execute on meta-virtual processors. The meta-scheduler includes a set of schedulers with scheduler-contexts that execute on virtual processors. The meta-scheduler schedules the scheduler-contexts on the meta-contexts and schedules the meta-contexts on the meta-virtual processors which execute on execution contexts associated with hardware threads.
摘要翻译：计算机系统中的一个进程创建并使用元调度器，该元调度器具有在元虚拟处理器上执行的元上下文。元调度器包括一组具有在虚拟处理器上执行的调度器上下文的调度器。元调度器调度元上下文上的调度程序上下文，并在与硬件线程相关联的执行上下文上执行的元虚拟处理器上调度元上下文。

50. 发明申请

US20100088143A1 CALENDAR EVENT SCHEDULING 审中-公开
标题翻译：日历活动安排
公开(公告)号：US20100088143A1
公开(公告)日：2010-04-08
申请号：US12246505
申请日：2008-10-07
申请人： John C. Platt , Jonathan J. Cadiz , Joseph L. Hellerstein , Brian D. Williams , Sumit Basu
发明人： John C. Platt , Jonathan J. Cadiz , Joseph L. Hellerstein , Brian D. Williams , Sumit Basu
IPC分类号： G06Q90/00
CPC分类号： G06Q10/109 , G06Q10/063116 , G06Q10/1093
摘要： The described implementations relate to calendar event scheduling. One system includes a storage component configured to store scheduling constraints relating to at least one user. The system also includes a declarative calendar component configured to automatically schedule declarative calendar events for the at least one user based upon the scheduling constraints.
摘要翻译：所描述的实现涉及日历事件调度。一个系统包括被配置为存储与至少一个用户有关的调度约束的存储组件。该系统还包括声明式日历组件，其被配置为基于调度约束自动为至少一个用户调度声明性日历事件。

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