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    • 8. 发明授权
    • Identifying purpose-based origin-destination using call detailed records
    • 使用呼叫详细记录识别基于目的的起始目的地
    • US09042908B2
    • 2015-05-26
    • US13467035
    • 2012-05-08
    • Jing DaiMing LiPavankumar MuraliMilind R. NaphadeSambit Sahu
    • Jing DaiMing LiPavankumar MuraliMilind R. NaphadeSambit Sahu
    • H04W24/00G08G1/01H04M15/00
    • G08G1/012H04M15/58
    • Access is obtained to call data records (or other data) for a plurality of mobile telephony users. The call data records (or other data) include location-time sequences. For each of the mobile telephony users, corresponding ones of the location-time sequences are segmented into trips; a home-work-school classification model is used to determine a home location and a work-school location, based on the trips; and a trip purpose classification model is used to assign each of the trips a purpose label, based at least on comparing at least one of a start location and an end location for each one of the trips to at least one of the home location and the work-school location determined using the home-work-school classification model. The trips are aggregated into purpose based origin-destination categories based at least on the purpose labels, time ranges of the location-time sequences, and the start and end locations.
    • 获得访问以呼叫多个移动电话用户的数据记录(或其他数据)。 呼叫数据记录(或其他数据)包括位置时间序列。 对于每个移动电话用户,将相应的位置时间序列分段为行程; 家庭工作学校分类模型用于根据旅行情况确定住所和工作地点; 并且旅行目的分类模型用于将每个行程分配目的标签,至少基于将每个行程的起始位置和结束位置中的至少一个比较到本地位置和 使用家庭工作学校分类模型确定工作学校的位置。 至少基于目的标签,位置 - 时间序列的时间范围以及开始和结束位置,将旅行聚合到基于目的的起始 - 目的地类别。
    • 9. 发明授权
    • Method and apparatus for security-aware elasticity of application and services
    • 应用和服务的安全感知弹性的方法和装置
    • US08793766B2
    • 2014-07-29
    • US13419037
    • 2012-03-13
    • Ashish KunduAjay MohindraSambit Sahu
    • Ashish KunduAjay MohindraSambit Sahu
    • G06F21/00H04L29/06G06F9/50
    • G06F21/604G06F2209/5019
    • In a method for scaling up/down security (non-functional) components of an application, determine (a) types of interactions and a number of each type of interaction each non-security (functional) component has with security components for a plurality of requests. Determine, based on (a) and an expected number of incoming requests to the application, (b) types of requests to and interactions with the security components involving the non-security components and (c) a number of requests to and interactions with the security components involving non-security components for each type of request to the security components involving non-security components. Determine, for each security component, a capacity required for each type of request involving the non-security components and a capacity required for each type of interaction involving the non-security components. Change the capacities of the security components to new capacities, wherein the new capacities are based on (a), (c) and the determined capacities.
    • 在用于扩展/降低应用程序的安全性(非功能))组件的方法中,确定(a)每个非安全(功能)组件具有的多个交互的安全组件的交互类型和每种类型的交互的数量, 要求。 根据(a)和对应用程序的传入请求的预期数量确定(b)与涉及非安全组件的安全组件的请求类型和与其相互作用,以及(c)与 涉及非安全组件的安全组件,用于针对涉及非安全组件的安全组件的每种请求类型。 为每个安全组件确定涉及非安全组件的每种类型的请求所需的容量以及涉及非安全组件的每种类型的交互所需的容量。 将安全组件的能力改变为新能力,其中新能力基于(a),(c)和确定的能力。