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51. 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。

52. 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。

53. 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。

54. 发明授权

US07631058B2 Systems and methods for validation, completion and construction of event relationship networks 失效
标题翻译：事件关系网络的验证，完成和构建的系统和方法
公开(公告)号：US07631058B2
公开(公告)日：2009-12-08
申请号：US09976543
申请日：2001-10-12
申请人： Genady Grabarnik , Joseph L. Hellerstein , Sheng Ma , Chang-Shing Perng , David Hutchinson Thoenen
发明人： Genady Grabarnik , Joseph L. Hellerstein , Sheng Ma , Chang-Shing Perng , David Hutchinson Thoenen
IPC分类号： G06F15/173
CPC分类号： H04L41/0631
摘要： Techniques for data-driven validation, completion and construction of event relationship networks (ERNs) are provided. Event relationship networks are widely used in event management system design. To date, ERNs are constructed purely based on human expertise and there is no automatic or event semi-automatic method that validates or completes ERNs. The present invention provides techniques for automatically validating and completing existing ERNs and/or constructing new ERNs, based on collected event data.
摘要翻译：提供了数据驱动验证，完成和构建事件关系网络（ERN）的技术。事件关系网络广泛应用于事件管理系统设计。迄今为止，ERN纯粹是基于人类的专业知识，并且没有自动或事件半自动的方法验证或完成ERN。本发明提供了基于收集的事件数据来自动验证和完成现有ERN和/或构建新ERN的技术。

55. 发明授权

US07137019B2 Adaptive throttling system for data processing systems 失效
标题翻译：用于数据处理系统的自适应节流系统
公开(公告)号：US07137019B2
公开(公告)日：2006-11-14
申请号：US10427009
申请日：2003-04-30
申请人： Joseph L. Hellerstein , Matthew Huras , Sam Lightstone , Sujay S. Parekh , Kevin R. Rose
发明人： Joseph L. Hellerstein , Matthew Huras , Sam Lightstone , Sujay S. Parekh , Kevin R. Rose
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. 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：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。

56. 发明授权

US06704721B1 Systems and methods for automated navigation between dynamic data with dissimilar structures 失效
标题翻译：动态数据与不同结构之间的自动导航的系统和方法
公开(公告)号：US06704721B1
公开(公告)日：2004-03-09
申请号：US09285639
申请日：1999-04-02
申请人： Joseph L. Hellerstein
发明人： Joseph L. Hellerstein
IPC分类号： G06F1730
CPC分类号： G06F17/30595 , Y10S707/99933 , Y10S707/99942 , Y10S707/99943
摘要： Systems and methods are provided for automating navigation between dynamic data that has dissimilar structures, such as navigating between relational tables that have only a subset of their columns in common. That is, given a source dataset and source element collection, we want to navigate to an element collection in one or more target datasets. The automated navigation system includes an inter-dataset navigation engine that determines the best matching element collection within a plurality of target datasets. One method employed includes finding a descriptor of the target element collection in a target dataset. Then, a distance metric is computed between each source and target element. Lastly, a list that contains an entry for each target dataset along with its associated target element collection and distance value is output for use in a particular analysis task.
摘要翻译：提供了系统和方法，用于自动化具有不同结构的动态数据之间的导航，例如在仅具有其列的一部分的公共关系的关系表之间进行导航。也就是说，给定源数据集和源元素集合，我们要导航到一个或多个目标数据集中的元素集合。自动导航系统包括数据集内导航引擎，其确定多个目标数据集内的最佳匹配元素集合。所采用的一种方法包括在目标数据集中找到目标元素集合的描述符。然后，在每个源和目标元素之间计算距离度量。最后，输出包含每个目标数据集的条目及其关联的目标元素集合和距离值的列表，以用于特定的分析任务。

57. 发明授权

US5996090A Method and apparatus for quantitative diagnosis of performance problems using external representations 失效
标题翻译：使用外部表征定量诊断性能问题的方法和装置
公开(公告)号：US5996090A
公开(公告)日：1999-11-30
申请号：US959828
申请日：1997-10-29
申请人： Joseph L. Hellerstein
发明人： Joseph L. Hellerstein
IPC分类号： G06F11/34 , G06F11/00
CPC分类号： G06F11/34 , G06F11/3447 , G06F11/3419 , G06F2201/87
摘要： A method and apparatus are described for building diagnostic systems for performance problems in computer and communications systems. The diagnostic system outputs explanations that quantify contributions to performance problems, such as "90% of the increase in response time is due to increased LAN traffic." The preferred embodiment comprises: (1) a representation of the target system as a directed acyclic graph; (2) diagnostic techniques that compute numerical weights for arcs in the directed graph; and (3) a diagnosis engine that uses the directed graph and arc weights to output quantitative performance diagnoses. Nodes in the directed graph are measurement variables in the target system. Arcs in the graph indicate functional dependencies between measurement variables. Arc weights indicate the contribution of a child variable to performance problems manifested in the parent variable. The diagnosis engine searches the directed graph to find paths with the largest explanatory power, as computed from the arc weights.
摘要翻译：描述了一种用于构建用于计算机和通信系统中的性能问题的诊断系统的方法和装置。诊断系统输出量化对性能问题的贡献的解释，例如“90％的响应时间增加是由于LAN流量增加。优选实施例包括：（1）作为有向非循环图的目标系统的表示; （2）计算有向图中弧的数值权重的诊断技术; 和（3）诊断引擎，其使用有向图和弧权重来输出定量性能诊断。有向图中的节点是目标系统中的测量变量。图中的弧表示测量变量之间的功能依赖关系。弧权重表示子变量对父变量中表现的性能问题的贡献。诊断引擎搜索有向图以找出具有最大解释力的路径，根据弧权重计算。

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