VERSION BASED MODEL RESULT EXPLAINABILITY

    公开(公告)号:US20230138343A1

    公开(公告)日:2023-05-04

    申请号:US17513372

    申请日:2021-10-28

    IPC分类号: G06F40/40 G06N5/04 G06F40/194

    摘要: A first version of a model specified by a model execution request is executed, producing a first execution result. A second version of the model is selected according to an input data attribute specified by the model execution request. The second version of the model is executed, producing a first execution result. Using a natural language processing engine, responsive to the first execution result and the second execution result differing by more than a threshold amount, a natural language explanation of a difference between the first execution result and the second execution result is constructed.

    AGGREGATION MODEL REPLICATION AT A DISASTER RECOVERY SITE

    公开(公告)号:US20230072677A1

    公开(公告)日:2023-03-09

    申请号:US17469580

    申请日:2021-09-08

    IPC分类号: G06N20/20

    摘要: An approach is provided in which the approach establishes a connection between a first data site and a second data site. The first data site executes a first aggregation model that includes multiple first machine learning models and the second data site executes a second aggregation model that includes multiple second machine learning models. The approach detects, at the first data site, a change of data in a selected one of multiple first training data buckets corresponding to a selected one of the multiple first machine learning models. The approach sends the change of data from the first data site to the second data site, and replicates at the second data site, one of multiple second data buckets corresponding to a selected one of the multiple second machine learning models based on the change of data.

    SELECTIVE COMPRESSION OF PACKET PAYLOAD DATA IN A 5G NETWORK

    公开(公告)号:US20230066251A1

    公开(公告)日:2023-03-02

    申请号:US17463446

    申请日:2021-08-31

    IPC分类号: H04W28/02

    摘要: Selective compression of packet payload data in a 5G network includes receiving a congestion signal by user equipment (UE) connected to a broadband cellular network based on network traffic congestion in hardware of the network and indicating the network traffic congestion, determining current processor utilization of the UE, based on the received congestion signal, the determined current processor utilization, and known times for data compression and decompression, determining whether to automatically enable selective packet payload data compression on the UE, and based on determining to automatically enable selective packet payload data compression, compressing payload data of data packet(s) generated by the UE, and forwarding the data packet(s) with the compressed payload data for transmission on the broadband cellular network.

    Selective compression of data for uplink to a telecommunication network

    公开(公告)号:US11576078B2

    公开(公告)日:2023-02-07

    申请号:US17201814

    申请日:2021-03-15

    摘要: A computer-implemented method for selectively excluding data from compression prior to uplink to a telecommunication system. In an embodiment, the method analyzing a request by an application, executing within a device, to wirelessly uplink data to a telecommunication node. The method further includes establishing a set of logical channels assigned to the application. The method further includes transferring the data among one or more logical channels, of the set of logical channels, based on a status flag related to data compression corresponding to the data. The method further includes determining that the data is transferred via a compression-disabled logical channel, of the set of logical channels. The method further includes responding to determining that the data is transferred via the compression-disabled logical channel by bypassing a data compression function prior to preparing the data for uplink. The method further includes uplinking the data to the telecommunication node.