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    • 1. 发明授权
    • Restoration for virtual private networks
    • 虚拟专用网络的恢复
    • US08028050B2
    • 2011-09-27
    • US10462215
    • 2003-06-13
    • Giuseppe F. ItalianoRajeev RastogiBulent Yener
    • Giuseppe F. ItalianoRajeev RastogiBulent Yener
    • G06F15/177G06F15/173
    • H04L63/0272H04L12/4641H04L45/22H04L45/28H04L45/48
    • Restoration is provided in a communication system having two or more VPN endpoints coupled together through a network comprising a number of nodes interconnected through edges. VPN endpoints coupled through the network are adapted to communicate through a single connection with multiple other VPN endpoints. The single connection may be a VPN hose connection. A restoration topology, comprising backup edges corresponding to primary edges in the network, is determined for the network. A given primary edge is replaced with one or more backup edges if the given primary edge fails. A graph may represent the network and a tree may represent the connections in the network for VPNs connecting the VPN endpoints. The graph can be reduced to a second graph by determining shortest paths between each node in the tree and creating the backup edges from the shortest paths. The second graph can be reduced to a third graph by adding additional backup edges from tree nodes having non-tree edges to least common ancestor nodes. The third graph can be used to create a two-edge connected tree.
    • 在具有通过包括通过边缘互连的多个节点的网络的网络耦合在一起的两个或更多个VPN端点的通信系统中提供恢复。 通过网络耦合的VPN端点适于通过与多个其他VPN端点的单个连接进行通信。 单个连接可能是VPN软件连接。 为网络确定包括与网络中的主边缘相对应的备份边缘的恢复拓扑。 如果给定的主边缘发生故障,给定的主边缘将被一个或多个备用边替换。 图表可以表示网络,并且树可以表示网络中连接VPN端点的VPN的连接。 通过确定树中每个节点之间的最短路径并从最短路径创建备份边,可将图形简化为第二个图。 通过从具有非树形边缘的树节点向最不常见的祖先节点添加额外的备份边,可以将第二个图形简化为第三个图形。 第三个图可用于创建一个双边连接的树。
    • 5. 发明授权
    • Sketch-based multi-query processing over data streams
    • 基于草图的数据流多查询处理
    • US07328220B2
    • 2008-02-05
    • US11025211
    • 2004-12-29
    • Alin DobraJohannes GehrkeRajeev RastogiMinos Garofalakis
    • Alin DobraJohannes GehrkeRajeev RastogiMinos Garofalakis
    • G06F17/00
    • G06F17/30516G06F17/3046Y10S707/99936Y10S707/99942
    • A method of efficiently providing estimated answers to workloads of aggregate, multi-join SQL-like queries over a number of input data-streams. The method only examines each data elements once and uses a limited amount of computer memory. The method uses join graphs and atomic sketches that are essentially pseudo-random summaries formed using random binary variables. The estimated answer is the product of all the atomic sketches for all the vertices in the query join graph. A query workload is processed efficiently by identifying and sharing atomic sketches common to distinct queries, while ensuring that the join graphs remain well formed. The method may automatically minimize either the average query error or the maximum query error over the workload.
    • 一种有效提供对多个输入数据流的聚合,多连接SQL类查询的工作负载的估计答案的方法。 该方法仅检查每个数据元素一次并使用有限数量的计算机存储器。 该方法使用连接图和原子素描,它们本质上是使用随机二进制变量形成的伪随机摘要。 估计答案是查询连接图中所有顶点的所有原子草图的乘积。 通过识别和共享不同查询共同的原子草图,同时确保连接图形式保持良好,可以有效地处理查询工作负载。 该方法可以自动最小化平均查询错误或工作负载上的最大查询错误。
    • 6. 发明申请
    • Method and apparatus for globally approximating quantiles in a distributed monitoring environment
    • 用于在分布式监控环境中全局近似分位数的方法和装置
    • US20070136285A1
    • 2007-06-14
    • US11301387
    • 2005-12-13
    • Graham CormodeMinos GarofalakisShanmugavelayutham MuthukrishnanRajeev Rastogi
    • Graham CormodeMinos GarofalakisShanmugavelayutham MuthukrishnanRajeev Rastogi
    • G06F7/00
    • H04L41/147H04L43/00H04L43/0894H04L43/16
    • The invention comprises a method and apparatus for determining a rank of a query value. Specifically, the method comprises receiving a rank query request, determining, for each of the at least one remote monitor, a predicted lower-bound rank value and upper-bound rank value, wherein the predicted lower-bound rank value and upper-bound rank value are determined according to at least one respective prediction model used by each of the at least one remote monitor to compute the at least one local quantile summary, computing a predicted average rank value for each of the at least one remote monitor using the at least one predicted lower-bound rank value and the at least one predicted upper-bound rank value associated with the respective at least one remote monitor, and computing the rank of the query value using the at least one predicted average rank value associated with the respective at least one remote monitor.
    • 本发明包括一种用于确定查询值的等级的方法和装置。 具体地说,该方法包括:接收秩查询请求,为所述至少一个远程监视器中的每一个确定预测的下限秩值和上限秩值,其中预测的下限秩值和上限秩 根据由所述至少一个远程监视器中的每一个使用的至少一个相应的预测模型来确定所述值,以计算所述至少一个本地分位数概要,使用所述至少一个远程监视器至少计算所述至少一个远程监视器中的每一个的预测平均等级值 一个预测的下限秩值和与相应的至少一个远程监视器相关联的至少一个预测的上限秩值,以及使用与各自的至少一个远程监视器相关联的至少一个预测平均等级值来计算查询值的等级 至少一个远程监视器。
    • 8. 发明申请
    • Streaming algorithms for robust, real-time detection of DDoS attacks
    • 用于强大,实时检测DDoS攻击的流式算法
    • US20060075489A1
    • 2006-04-06
    • US10954901
    • 2004-09-30
    • Sumit GangulyMinos GarofalakisRajeev RastogiKrishan Sabnani
    • Sumit GangulyMinos GarofalakisRajeev RastogiKrishan Sabnani
    • G06F12/14
    • H04L29/06027H04L63/1458H04L65/607
    • A distinct-count estimate is obtained in a guaranteed small footprint using a two level hash, distinct count sketch. A first hash fills the first-level hash buckets with an exponentially decreasing number of data-elements. These are then uniformly hashed to an array of second-level-hash tables, and have an associated total-element counter and bit-location counters. These counters are used to identify singletons and so provide a distinct-sample and a distinct-count. An estimate of the total distinct-count is obtained by dividing by the distinct-count by the probability of mapping a data-element to that bucket. An estimate of the total distinct-source frequencies of destination address can be found in a similar fashion. By further associating the distinct-count sketch with a list of singletons, a total singleton count and a heap containing the destination addresses ordered by their distinct-source frequencies, a tracking distinct-count sketch may be formed that has considerably improved query time.
    • 使用两级散列,不同的计数草图在保证的小尺寸中获得不同的计数估计。 第一个散列填充了数据元素数量级数下降的第一级哈希桶。 然后将它们均匀地散列到二级哈希表的阵列,并具有关联的全元计数器和位位计数器。 这些计数器用于识别单例,因此提供了不同的样本和不同的数字。 通过将distinct-count除以将数据元素映射到该存储桶的概率,可以获得总区分计数的估计。 可以以类似的方式找到目的地地址的不同源频率的总体估计。 通过进一步将不同数量的草图与单例列表相关联,总共单例数和包含由其不同源频率排​​序的目的地地址的堆,可以形成具有显着改进的查询时间的跟踪不同计划草图。