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    • 2. 发明授权
    • Method for summarizing data in unaggregated data streams
    • 用于汇总未分组数据流中的数据的方法
    • US08195710B2
    • 2012-06-05
    • US12653831
    • 2009-12-18
    • Edith CohenNicholas DuffieldHaim KaplanCarsten LundMikkel Thorup
    • Edith CohenNicholas DuffieldHaim KaplanCarsten LundMikkel Thorup
    • G06F17/00
    • H04L43/028H04L43/04
    • A method for producing a summary A of data points in an unaggregated data stream wherein the data points are in the form of weighted keys (a, w) where a is a key and w is a weight, and the summary is a sample of k keys a with adjusted weights wa. A first reservoir L includes keys having adjusted weights which are additions of weights of individual data points of included keys and a second reservoir T includes keys having adjusted weights which are each equal to a threshold value τ whose value is adjusted based upon tests of new data points arriving in the data stream. The summary combines the keys and adjusted weights of the first reservoir L with the keys and adjusted weights of the second reservoir T to form the sample representing the data stream upon which further analysis may be performed. The method proceeds by first merging new data points in the stream into the reservoir L until the reservoir contains k different keys and thereafter applying a series of tests to new arriving data points to determine what keys and weights are to be added to or removed the reservoirs L and T to provide a summary with a variance that approaches the minimum possible for aggregated data sets. The method is composable, can be applied to high speed data streams such as those found on the Internet, and can be implemented efficiently.
    • 一种用于产生未聚集数据流中的数据点的摘要A的方法,其中数据点是加权密钥(a,w)的形式,其中a是密钥,w是权重,并且摘要是k的样本 键a与调整权重wa。 第一储存器L包括具有调整权重的密钥,这些密钥是附加密钥的各个数据点的加权的加法,而第二储存器T包括具有调整的权重的密钥,其各自等于基于新数据的测试来调整其值的阈值τ 到达数据流的点。 总结将第一储层L的密钥和调整的权重与密钥和第二储存器T的调整权重组合,以形成表示可以进行进一步分析的数据流的样本。 该方法通过首先将流中的新数据点合并到储存器L中,直到储存器包含k个不同的密钥,然后对新的到达数据点应用一系列测试,以确定要添加到或移除存储器的哪些密钥和权重 L和T提供一个总结,其方差接近汇总数据集的最小可能性。 该方法是可组合的,可以应用于诸如在因特网上发现的高速数据流,并且可以有效地实现。
    • 3. 发明申请
    • NETWORK ANALYSIS USING NETWORK EVENT DATA
    • 使用网络事件数据进行网络分析
    • US20110134768A1
    • 2011-06-09
    • US12633447
    • 2009-12-08
    • JACOBUS VAN DER MERWESeungjoon LeeCarsten LundJennifer Yates
    • JACOBUS VAN DER MERWESeungjoon LeeCarsten LundJennifer Yates
    • H04L12/26
    • H04L41/0856H04L41/0853H04L65/4076
    • A system that incorporates teachings of the present disclosure may include, for example, network device having a controller to combine network data sources enabling simplified database queries across a plurality of data sources, normalize the data from the plurality of data sources, continuously collect routing information between two routers of interest, selectively and automatically extract network data involving network events and routing, determine a temporal correlation among identified network events, determine a spatial correlation among identified network events, and troubleshoot an interactive media service based on a combination of the temporal correlation and the spatial correlation determined between the defined edge routers. Other embodiments are disclosed.
    • 结合本公开的教导的系统可以包括例如具有控制器的网络设备,该控制器组合网络数据源以实现跨多个数据源的简化的数据库查询,对来自多个数据源的数据进行归一化,连续收集路由信息 在两个感兴趣的路由器之间,选择性地并且自动地提取涉及网络事件和路由的网络数据,确定所识别的网络事件之间的时间相关性,确定所识别的网络事件之间的空间相关性,以及基于时间相关性的组合来排除交互式媒体服务 并且在所定义的边缘路由器之间确定空间相关性。 公开了其他实施例。
    • 6. 发明申请
    • METHODS AND APPARATUS TO BOUND NETWORK TRAFFIC ESTIMATION ERROR FOR MULTISTAGE MEASUREMENT SAMPLING AND AGGREGATION
    • 方法和设备对多种测量采样和聚合的网络交通信息估计误差
    • US20100150004A1
    • 2010-06-17
    • US12335074
    • 2008-12-15
    • Nicholas DuffieldCarsten LundMikkel ThorupEdith Cohen
    • Nicholas DuffieldCarsten LundMikkel ThorupEdith Cohen
    • G06F11/30
    • H04L43/16H04L41/0681H04L41/12H04L43/02
    • Methods and apparatus to bound network traffic estimation error for multistage measurement sampling and aggregation are disclosed. An example method disclosed herein comprises determining a hierarchical sampling topology representative of multiple data sampling and aggregation stages, the hierarchical sampling topology comprising a plurality of nodes connected by a plurality of edges, each node corresponding to at least one of a data source and a data aggregation operation, and each edge corresponding to a data sampling operation characterized by a generalized sampling threshold, selecting a first generalized sampling threshold from a set of generalized sampling thresholds associated with a respective set of edges originating at a respective set of descendent nodes of a target node undergoing network traffic estimation, and transforming a measured sample of network traffic into a confidence interval for a network traffic estimate associated with the target node using the first generalized sampling threshold and an error parameter.
    • 公开了多级测量采样和聚合的绑定网络流量估计误差的方法和装置。 本文公开的示例性方法包括确定表示多个数据采样和聚合阶段的分层采样拓扑,所述分层采样拓扑包括由多个边缘连接的多个节点,每个节点对应于数据源和数据中的至少一个 并且每个边缘对应于由广义采样阈值表征的数据采样操作,从与源于目标的相应的一组后代节点的相应的一组边缘相关联的一组广义采样阈值中选择第一广义采样阈值 节点进行网络流量估计,并且使用第一广义采样阈值和误差参数将网络流量的测量样本变换为与目标节点相关联的网络流量估计的置信区间。
    • 7. 发明申请
    • Fluid Infusion System, A Method of Assembling Such System and Drug Reservoir for Use in the System
    • 流体输液系统,系统中使用的这种系统和药物储存器的组合方法
    • US20090177159A1
    • 2009-07-09
    • US12297339
    • 2007-04-19
    • Helene Juhldal KnopperCarsten Lund
    • Helene Juhldal KnopperCarsten Lund
    • A61M5/145
    • A61M5/14566A61M5/14546A61M5/16831A61M5/31515
    • The present application relates to methods and devices for providing a reduced risk of free flow from medical devices such as an infusion pump. A medicament containing reservoir (100) is provided with a piston having a sealing portion (121) formed by a material of a first stiffness. The piston further comprises a core member (110) of a material having a stiffness larger than said first stiffness, the core member comprising one or more connective members (111) being adapted to cooperate with said one or more protrusions of the linear actuation member. The one or more connective members being adapted to be substantially rigid in the axial direction while being resilient in a radial direction, thereby forming a releasable snap or friction fit connection with the linear actuation member. Thereby a mechanism is provided which is engageable by a purely axial relative displacement and which is disengageable by retracting the linear actuation member axially relative to the piston by exerting a pulling force greater than a predetermined limit.
    • 本申请涉及用于从诸如输液泵的医疗装置提供自由流动的风险降低的方法和装置。 含有储存器(100)的药物设置有具有由第一刚度的材料形成的密封部分(121)的活塞。 活塞还包括具有大于所述第一刚度的刚度的材料的芯构件(110),所述芯构件包括适于与所述线性致动构件的所述一个或多个突起配合的一个或多个连接构件(111)。 一个或多个连接构件适于在轴向方向上基本上刚性,同时沿径向具有弹性,由此形成与线性致动构件的可释放的卡扣或摩擦配合连接。 因此,提供了一种机构,其可以通过纯粹的轴向相对位移接合,并且通过施加大于预定极限的拉力,使线性致动构件相对于活塞轴向缩回。