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    • 10. 发明申请
    • COUNT TRACKING IN DISTRIBUTED ENVIRONMENTS
    • 在分布式环境中进行追踪
    • US20130246608A1
    • 2013-09-19
    • US13420612
    • 2012-03-15
    • Zhenming LiuBozidar RadunovicMilan Vojnovic
    • Zhenming LiuBozidar RadunovicMilan Vojnovic
    • G06F15/173
    • H04L43/024H04L41/069H04L43/026H04L43/028
    • Count tracking in distributed environments is described, for example, as in data centers where many sites receive data and a coordinator node estimates a sum of the data received across the sites. Count tracking may be used in database applications, search engines, social networking applications and others. In various embodiments sites and a coordinator node work together to implement a process for summing data received at sites, where the sum takes into account both increments and decrements. In examples, a site decides whether to notify the coordinator node of a new data item according to a sampling probability that is related to an estimate of the current global sum of the data input across sites. In some examples a multi-mode algorithm is implemented which increases or decreases communication between the sites and the coordinator node according to behavior of the estimated global sum such that communications costs are optimized.
    • 在分布式环境中的计数跟踪被描述为例如在许多站点接收数据的数据中心,并且协调器节点估计跨站点接收的数据的总和。 计数跟踪可用于数据库应用程序,搜索引擎,社交网络应用程序等。 在各种实施例中,站点和协调器节点一起工作以实现用于对在站点处接收的数据进行求和的过程,其中所述总和考虑了增量和减量。 在示例中,站点根据与跨站点的数据输入的当前全局和的估计相关联的抽样概率来决定是否向协调器节点通知新数据项。 在一些示例中,实现了多模式算法,其根据估计的全局和的行为增加或减少站点和协调器节点之间的通信,使得优化通信成本。