CORRELATING RADIO ACCESS NETWORK MESSAGES OF AGGRESSIVE MOBILE DEVICES

    公开(公告)号:US20220279364A1

    公开(公告)日:2022-09-01

    申请号:US17187208

    申请日:2021-02-26

    Inventor: Yaron Koral

    Abstract: Excessive signaling by devices against a radio access network (RAN) can be detected and mitigated. A security management component (SMC) can determine whether a total number of control signals received by a base station from devices satisfies a threshold total number of control signals indicative of excessive signaling. If so, SMC can identify a device associated with the base station based on analyzing communication conditions associated with the device. SMC can determine whether to classify the device as an excessive signaling device based on whether the number of control signals received from the device by the base station satisfies a threshold number of control signals indicative of excessive signaling. If so, SMC can determine the device is an excessive signaling device. In response, SMC can perform or facilitate performing a mitigation action to mitigate excessive signaling or can generate statistics relating to the excessive signaling.

    METHOD AND SYSTEM FOR CALIBRATING MODULAR ANTENNA ARRAYS

    公开(公告)号:US20220278448A1

    公开(公告)日:2022-09-01

    申请号:US17376793

    申请日:2021-07-15

    Abstract: Aspects of the subject disclosure may include, for example, causing a reference antenna element of a first set of antenna elements of a first antenna array to transmit a first signal, determining for each antenna element of a second set of antenna elements of a second antenna array, a receive-related offset, relative to the reference element, based on inter-element propagation delays between the first and second sets of elements, causing each antenna element of the second set of elements to transmit a respective second signal, based on the reference antenna element receiving the respective second signals, calculating a respective transmit-related offset for each antenna element of the second set of antenna elements relative to the reference antenna element based on the inter-element propagation delays, and performing calibration between the first antenna array and the second antenna array based on the respective receive-related and transmit-related offsets. Other embodiments are disclosed.

    Method and apparatus for estimating quality of experience from network data

    公开(公告)号:US11431780B2

    公开(公告)日:2022-08-30

    申请号:US17079907

    申请日:2020-10-26

    Abstract: Aspects of the subject disclosure may include, for example, selecting a first video service model according to a server hostname determined according to transport layer security (TLS) transaction data associated with a video session transmitted over a network, calculating a plurality of data delivery statistics from the TLS transaction data according to the first video service model, where the plurality of data delivery statistics includes session-level statistics over the video session, transaction-level statistics over each transaction, and temporal feature statistics over intervals of the video session, determining a quality of experience (QoE) metric for the video session from the plurality of data delivery statistics according to a course-grained data QoE model, and adjusting a first network element of the network responsive to the determining the QoE metric for the video session. Other embodiments are disclosed.

    Facilitating a two-stage downlink control channel in a wireless communication system

    公开(公告)号:US11431543B2

    公开(公告)日:2022-08-30

    申请号:US16830367

    申请日:2020-03-26

    Abstract: A two-stage downlink control channel is provided for a wireless communication system. In one example, an apparatus comprises a processor, and a memory that stores executable instructions that, when executed by the processor, facilitate performance of operations. The operation can comprise: transmitting a first portion of a downlink control channel to a mobile device according to a first specification of parameters; and transmitting a second portion of the downlink control channel to the mobile device according to a second specification of the parameters, wherein the second specification of the parameters is adaptively determined based on a condition of an environment in which the first portion of the downlink control channel is transmitted and wherein the second portion is dictated by the first specification of parameters.

    Method to identify video applications from encrypted over-the-top (OTT) data

    公开(公告)号:US11429891B2

    公开(公告)日:2022-08-30

    申请号:US15914057

    申请日:2018-03-07

    Abstract: Aspects of the subject disclosure may include, for example, a processing system that performs operations including collecting encrypted network traffic flow data from user interaction with an application, deriving a first set of traffic feature vectors from the encrypted network traffic flow data collected, training a machine learning algorithm on the first set of traffic feature vectors to classify each traffic feature vector in the first set of traffic feature vectors as associated with a type of the application or not associated with the type of the application, and classifying whether an encrypted network traffic flow as the type of the application by applying the machine learning algorithm to a traffic feature vector of the encrypted network traffic flow. Other embodiments are disclosed.

    SYNCHRONIZATION OF ARTIFICIAL INTELLIGENCE BASED MICROSERVICES

    公开(公告)号:US20220272794A1

    公开(公告)日:2022-08-25

    申请号:US17182418

    申请日:2021-02-23

    Abstract: Aspects of the subject disclosure may include, for example, receiving network-related information associated with a first RAN that includes a first RIC, obtaining, from an artificial intelligence (AI) model synchronization system associated with a second RAN, data relating to an AI model deployed by a second RIC of the second RAN, determining, based on the data relating to the AI model and the network-related information associated with the first RAN, that the AI model can be leveraged by the first RAN to improve network performance of the first RAN, performing synchronization with the AI model synchronization system to obtain the AI model, responsive to the determining that the AI model can be leveraged by the first RAN to improve the network performance of the first RAN, and causing the first RIC to deploy the AI model in the first RAN after the performing the synchronization. Other embodiments are disclosed.

    INTELLIGENT MEETING ASSISTANT
    610.
    发明申请

    公开(公告)号:US20220271962A1

    公开(公告)日:2022-08-25

    申请号:US17184747

    申请日:2021-02-25

    Abstract: Aspects of the subject disclosure may include, for example, receiving a first user input that identifies a first trigger phrase to be monitored for in a first virtual meeting being facilitated by the device, monitoring, responsive to the receiving the first user input, the first virtual meeting for occurrences of the first trigger phrase, determining that a user of the device is currently engaged in a second virtual meeting being facilitated by the device, detecting, based on the monitoring, an occurrence of the first trigger phrase in the first virtual meeting, and causing a first notification regarding the occurrence of the first trigger phrase in the first virtual meeting to be outputted, wherein the causing is based on the determining that the user of the device is currently engaged in the second virtual meeting. Other embodiments are disclosed.

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