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    • 3. 发明授权
    • Concurrency method for forecasting impact of speed tiers on consumption
    • 预测速度层对消费影响的并发方法
    • US09106582B2
    • 2015-08-11
    • US13892847
    • 2013-05-13
    • Comcast Cable Communications, LLC
    • John PaclikAmit GargSaifur Rahman
    • H04L12/26H04L12/24
    • H04L43/50H04L41/0893H04L41/0896H04L41/142H04L41/147H04L41/22
    • A forecast model processes performance data from a site, e.g., a cable modem termination system (CMTS), to obtain a set of concurrency equations for existing speed tiers that is based on an observed subscriber bandwidth for the site. A new set of concurrency equations is obtained for new speed tiers so that a new subscriber bandwidth can be predicted for the new speed tiers. Based on the new subscriber bandwidth, expected subscriber growth, and changes in data consumption, the site is reconfigured with additional ports based on the forecast. This process can be repeated for the other sites. Sites may be grouped together based on the observed subscriber bandwidth. A new subscriber bandwidth may be predicted for the group with the new speed tiers so that additional ports can be configured for each of the sites in the group.
    • 预测模型处理来自站点(例如有线调制解调器终端系统(CMTS))的性能数据,以获得基于所观察到的站点的用户带宽的现有速度层的并发方程组。 为新的速度层获得新的并发方程组,以便可以为新的速度层预测新的用户带宽。 基于新的用户带宽,预期用户增长和数据消耗的变化,基于预测,该站点被重新配置附加端口。 对于其他站点,可以重复此过程。 基于观察到的用户带宽,站点可以被分组在一起。 可以为具有新速度层的组预测新的用户带宽,使得可以为组中的每个站点配置附加端口。