PARALLEL METHOD FOR AGGLOMERATIVE CLUSTERING OF NON-STATIONARY DATA
    11.
    发明申请
    PARALLEL METHOD FOR AGGLOMERATIVE CLUSTERING OF NON-STATIONARY DATA 有权
    用于非静态数据的并行聚类的并行方法

    公开(公告)号:US20140359626A1

    公开(公告)日:2014-12-04

    申请号:US13906169

    申请日:2013-05-30

    CPC classification number: G06F9/466 G06F9/54 G06N5/043 G06N99/005

    Abstract: The disclosure is directed to clustering a stream of data points. An aspect receives the stream of data points, determines a plurality of cluster centroids, divides the plurality of cluster centroids among a plurality of threads and/or processors, assigns a portion of the stream of data points to each of the plurality of threads and/or processors, and combines a plurality of clusters generated by the plurality of threads and/or processors to generate a global universe of clusters. An aspect assigns a portion of the stream of data points to each of a plurality of threads and/or processors, wherein each of the plurality of threads and/or processors determines one or more cluster centroids and generates one or more clusters around the one or more cluster centroids, and combines the one or more clusters from each of the plurality of threads and/or processors to generate a global universe of clusters.

    Abstract translation: 本公开旨在对数据点流进行聚类。 方面接收数据点流,确定多个聚类质心,在多个线程和/或处理器之间划分多个聚类质心,将数据流流的一部分分配给多个线程中的每一个和/ 或处理器,并且组合由所述多个线程和/或处理器生成的多个集群以生成集群的全局宇宙。 方面将数据流流的一部分分配给多个线程和/或处理器中的每一个,其中多个线程和/或处理器中的每个线程和/或处理器确定一个或多个集群质心并且围绕该一个或多个处理器生成一个或多个集群 更多的集群中心,并且组合来自多个线程和/或处理器中的每一个的一个或多个集群以生成集群的全局Universe。

    Measuring semantic and syntactic similarity between grammars according to distance metrics for clustered data

    公开(公告)号:US10037374B2

    公开(公告)日:2018-07-31

    申请号:US14610345

    申请日:2015-01-30

    CPC classification number: G06F16/285 G06F16/24568 G06F16/288

    Abstract: The disclosure relates to various distance metrics that may quantify semantic and syntactic relationships between devices. More particularly, a first grammar associated with a first device and a second grammar associated with a second device may each comprise a symbol sequence that re-expresses one or more sequenced data items and one or more rules that represent a repeated pattern in the symbol sequence. Accordingly, one or more distance metrics that quantify a similarity between the first grammar and the second grammar may be calculated according to a comparison between the rules in the first grammar and the rules in the second grammar such that a relationship between the first device and the second device can be determined according to the one or more distance metrics.

    Method for decreasing the bit rate needed to transmit videos over a network by dropping video frames
    16.
    发明授权
    Method for decreasing the bit rate needed to transmit videos over a network by dropping video frames 有权
    降低通过丢弃视频帧通过网络传输视频所需的比特率的方法

    公开(公告)号:US09578333B2

    公开(公告)日:2017-02-21

    申请号:US13836269

    申请日:2013-03-15

    Abstract: An aspect of the disclosure is directed to transmitting a reduced stream of encoded video frames. An original stream of encoded video frames is analyzed, a plurality of frames are removed without re-encoding encoded video frames to generate the reduced stream of encoded video frames, and the reduced stream and metadata describing the plurality of removed frames are transmitted. An aspect of the disclosure is directed to creating a new version of an original stream of encoded video frames from a reduced stream of encoded video frames. The reduced stream of encoded video frames is received, the plurality of removed frames is identified based on metadata related to the reduced stream, a plurality of replacement frames are generated, and the plurality of replacement frames are added to the reduced stream of encoded video frames to recreate the new version of the original stream of encoded video frames.

    Abstract translation: 本公开的一个方面涉及发送缩减的编码视频帧流。 分析编码视频帧的原始流,移除多个帧,而不对编码视频帧进行重新编码,以产生经缩减的编码视频帧流,并且传输描述多个移除帧的简化流和元数据。 本公开的一个方面涉及从编码视频帧的缩减流创建编码视频帧的原始流的新版本。 接收编码视频帧的缩减流,基于与减少流相关的元数据来识别多个被去除的帧,生成多个替换帧,并且将多个替换帧添加到编码视频帧的缩减流中 以重新创建新版本的原始编码视频帧流。

    Caller-callee association of a plurality of networked devices
    17.
    发明授权
    Caller-callee association of a plurality of networked devices 有权
    多个网络设备的来电者被调用者关联

    公开(公告)号:US09544439B2

    公开(公告)日:2017-01-10

    申请号:US15046398

    申请日:2016-02-17

    Abstract: The present disclosure generally relates to systems and methods for establishing and maintaining communication between two or more communication devices coupled to communication networks. Some specific aspects relate to communication between a plurality of communication devices each of which is coupled to a respective network. Other aspects relate to establishing such communication by way of contact lists maintained and facilitated on systems coupled to the networks. Users of multiple communication networks, such as VoIP, PSTN and wireless, employ multiple communication devices to communicate with their contacts. For example, a VoIP enabled computer is necessary to access contacts on a VoIP network and a mobile or cellular telephone is used to access contacts on wireless and PSTN networks. A contact list, stored on one communication device, in some instances, cannot be accessed from another communication device. For example, a contact list stored in a VoIP enabled computer cannot be accessed from PSTN or wireless phone devices. Various embodiments described herein provide a convenient solution that can integrate contacts stored on different communication devices and make them accessible from a single device.

    Abstract translation: 本公开通常涉及用于建立和维持耦合到通信网络的两个或多个通信设备之间的通信的系统和方法。 一些具体方面涉及多个通信设备之间的通信,每个通信设备中的每个通信设备耦合到相应的网络。 其他方面涉及通过在耦合到网络的系统上维护和促进的联系人列表来建立此类通信。 多个通信网络(如VoIP,PSTN和无线)的用户使用多个通信设备与他们的联系人进行通信。 例如,需要支持VoIP的计算机来访问VoIP网络上的联系人,移动或蜂窝电话用于访问无线和PSTN网络上的联系人。 在一些情况下,存储在一个通信设备上的联系人列表不能从另一个通信设备访问。 例如,存储在启用VoIP的计算机中的联系人列表不能从PSTN或无线电话设备访问。 本文描述的各种实施例提供了一种方便的解决方案,其可以集成存储在不同通信设备上的联系人并使其可以从单个设备访问。

    Peer based authentication
    18.
    发明授权
    Peer based authentication 有权
    基于对等身份验证

    公开(公告)号:US09386004B2

    公开(公告)日:2016-07-05

    申请号:US14520338

    申请日:2014-10-21

    CPC classification number: H04L63/08 H04L51/046 H04L63/0853 H04W12/06

    Abstract: The disclosure is related to confirming an identity of a first user of a first user device. An aspect includes receiving a request to confirm the identity of the first user, determining whether or not there is a relationship between the first user or the first user device and a second user of a second user device or the second user device based on a first list of user interactions associated with the first user device and a second list of user interactions associated with the second user device, and confirming the identity of the first user based on determining that there is a relationship between the first user or the first user device and the second user or the second user device.

    Abstract translation: 本公开涉及确认第一用户设备的第一用户的身份。 一方面包括接收确认第一用户的身份的请求,基于第一用户设备确定第一用户或第一用户设备与第二用户设备的第二用户或第二用户设备之间是否存在关系 与第一用户设备相关联的用户交互列表以及与第二用户设备相关联的用户交互的第二列表,以及基于确定第一用户或第一用户设备与第一用户设备之间的关系以及 第二用户或第二用户设备。

    METHODS TO DISCOVER, CONFIGURE, AND LEVERAGE RELATIONSHIPS IN INTERNET OF THINGS (IOT) NETWORKS

    公开(公告)号:US20180097651A1

    公开(公告)日:2018-04-05

    申请号:US15817275

    申请日:2017-11-19

    Abstract: The disclosure generally relates to various methods to discover, configure, and leverage relationships in Internet of Things (IoT) networks. More particularly, the methods disclosed herein may support automated processes to create configurable sub-divisions and access controls in an IoT network based on usage associated with objects that are registered in the IoT network and interactions among the registered objects. Furthermore, in one embodiment, relationships between IoT devices that belong to different users may be implicitly discovered and/or ranked based on meetings (e.g., interactions) between the IoT devices, and relationships between the different users may likewise be implicitly discovered and/or ranked. Moreover, locations and interactions associated with IoT devices may be tracked over time to further discover user-specific and potentially asymmetric relationships among the IoT devices and/or the users associated therewith (e.g., where one user considers another user a close friend and the other user considers the first user an acquaintance).

    Method and apparatus for incrementally sharing greater amounts of information between user devices

    公开(公告)号:US09858425B2

    公开(公告)日:2018-01-02

    申请号:US14750452

    申请日:2015-06-25

    CPC classification number: G06F21/60 H04L63/105 H04W4/023 H04W12/02

    Abstract: Methods and systems are disclosed for incrementally sharing increasing amounts of information between two or more user devices. An aspect detects a second user device that is proximate a first user device, receives first log data from the second user device, determines whether the first user device and the second user device interacted with each other during a first period of time based on the first log data, assigns a first trust level to the second user device based on the first log data, wherein the second log data is more private than the first log data, determines whether the first user device and the second user device interacted with each other during a second period of time based on the received second log data, and assigns a second trust level to the second user device based on the second log data.

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