AI-SUPPORTED NETWORK TELEMETRY USING DATA PROCESSING UNIT

    公开(公告)号:US20250168197A1

    公开(公告)日:2025-05-22

    申请号:US19029733

    申请日:2025-01-17

    Abstract: A device receives a packet from a local network. The packet may be directed toward a cloud computing resource. The device determines that the packet is associated with a new packet flow. In response to determining that the packet is associated with the new packet flow, the device provides one or more packets from the new packet flow to a machine learning model for packet inspection. The device receives an output from the machine learning model and routes the new packet flow based on the output received from the machine learning model. The output indicates whether or not the new packet flow is associated with a network attack.

    Rule compilation schemes for fast packet classification

    公开(公告)号:US20230269037A1

    公开(公告)日:2023-08-24

    申请号:US17678074

    申请日:2022-02-23

    CPC classification number: H04L1/201 G06F16/285 G06F16/2255

    Abstract: A classification apparatus includes a memory and a processor. The memory is configured to store rules corresponding to a corpus of rules in respective rule entries, each rule includes a respective set of unmasked bits having corresponding bit values, and at least some of the rules include masked bits. The rules in the corpus conform to respective Rule Patterns (RPs), each RP defining a respective sequence of masked and unmasked bits. The processor is configured to cluster the RPs, using a clustering criterion, into extended Rule Patterns (eRPs) associated with respective hash tables including buckets for storing rule entries. The clustering criterion aims to minimize an overall number of the eRPs while meeting a collision condition that depends on a specified maximal number of rule entries per bucket.

    AI-supported network telemetry using data processing unit

    公开(公告)号:US12273380B2

    公开(公告)日:2025-04-08

    申请号:US17550867

    申请日:2021-12-14

    Abstract: A device receives a packet from a local network. The packet may be directed toward a cloud computing resource. The device determines that the packet is associated with a new packet flow. In response to determining that the packet is associated with the new packet flow, the device provides one or more packets from the new packet flow to a machine learning model for packet inspection. The device receives an output from the machine learning model and routes the new packet flow based on the output received from the machine learning model. The output indicates whether or not the new packet flow is associated with a network attack.

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