INFERRING RADIO TYPE FROM CLUSTERING ALGORITHMS

    公开(公告)号:US20190068453A1

    公开(公告)日:2019-02-28

    申请号:US15938769

    申请日:2018-03-28

    Abstract: Described embodiments provide systems and methods for inferring a network type and network conditions. The system includes a packet capturing engine configured to capture a plurality of network packets from a plurality of TCP network connections. The system includes a packet analyzer configured to analyze the plurality of network packets to generate a plurality of metrics. The system includes a network classifier configured to infer network types of the plurality of TCP connections based on the plurality of metrics and at least one classification model. The system also includes a conditions ranking engine configured to estimate a level of network congestion for each TCP connection based on the plurality of metrics and the network types.

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