REDUCTION OF CAPTURE LATENCY IN ACTIVE-ACTIVE SOLUTION

    公开(公告)号:US20240273165A1

    公开(公告)日:2024-08-15

    申请号:US18107799

    申请日:2023-02-09

    IPC分类号: G06F18/232 G06F18/10

    CPC分类号: G06F18/232 G06F18/10

    摘要: A system, method, and computer program product include: collecting runtime history capture data by a data agent operable on a computing device; performing a pre-analysis of entries in the history capture data, the history capture data including a plurality of database transactions corresponding to user tables, and providing formatted history capture data; clustering the formatted history capture data into clusters by data characteristics of interval groups; performing a post-analysis on the clusters and providing a unit data profile for capture data of the user tables; and dynamically updating capture policies corresponding to capture processes for the user tables, the updating based at least on the unit data profile provided by the post-analysis. In some embodiments the clustering is density based. Optionally, an alert is sent when capture process capacity is exceeded.

    Transmission apparatus recognition apparatus, learning apparatus, transmission apparatus recognition method, and, learning method

    公开(公告)号:US12058527B2

    公开(公告)日:2024-08-06

    申请号:US17542665

    申请日:2021-12-06

    申请人: NEC Corporation

    摘要: A transmission apparatus recognition apparatus includes a storage unit that stores K sets of template feature groups for estimating K (an integer of 2 or more) kinds of information indicative of a transmission apparatus, a degree-of-similarity calculation unit that generates an i (an integer of 1 to K)-th sample feature from a radio feature, and calculates an i-th degree-of-similarity group, based on the i-th sample feature and an i-th set of the template feature group, a summed degree-of-similarity calculation unit that calculates a summed degree of similarity by summing K degrees of similarity by using an i-th weighting factor with respect to 1 to K of i, and an estimation unit that estimates that K information pieces, which are correlated in advance with calculation sources of K degrees of similarity having the summed degree of similarity that is highest, are information indicative of the transmission apparatus.

    Batch normalization layers
    7.
    发明授权

    公开(公告)号:US12033073B2

    公开(公告)日:2024-07-09

    申请号:US17156464

    申请日:2021-01-22

    申请人: Google LLC

    摘要: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for processing inputs using a neural network system that includes a batch normalization layer. One of the methods includes receiving a respective first layer output for each training example in the batch; computing a plurality of normalization statistics for the batch from the first layer outputs; normalizing each component of each first layer output using the normalization statistics to generate a respective normalized layer output for each training example in the batch; generating a respective batch normalization layer output for each of the training examples from the normalized layer outputs; and providing the batch normalization layer output as an input to the second neural network layer.