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US 12,224,914 B2Granted
Method, apparatus, and device for data analytics and storage medium
AssigneeZte Corporation
InventorsYingjie Hong, Liang Wang, Liya Yuan
Life of this patent
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Abstract
There are provided a method, an apparatus and a device for data analytics, and a storage medium. The method includes: determining analytics data according to a data analytics request, where the data analytics request includes a first data analytics request or a second data analytics request (S101); determining an analytics model according to the data analytics request (S102); and obtaining a data analytics result according to the analytics data and the analytics model (S103).
Claims18
A data analytics method, comprising:
- determining, by NWDAF, analytics data according to a data analytics request received from a NWDAF service consumer,
- determining an analytics model according to the data analytics request;
- and
- obtaining a data analytics result according to the analytics data and the analytics model,
- wherein the data analytics request comprises at least two of:
- a data analytics service type, a model identifier, or an analytics result policy,
- wherein the analytics result policy comprises at least one of:
- an accuracy of analytics result, or a return time length of analytics result,
- wherein the determining analytics data according to a data analytics request comprises:
- acquiring the analytics data from a 3rd Generation Partnership Project (3GPP) network according to the data analytics service type in the data analytics request;
- wherein determining an analytics model according to the data analytics request;
- and obtaining a data analytics result according to the analytics data and the analytics model by at least one of:
- determining, by the NWDAF, an analytics model according to at least one of a model type identifier or a model identifier, and running the analytics model to analyze the analytics data and obtain the data analytics result;
- training, by the NWDAF, an analytics model by using the analytics data to obtain a new analytics model;
- running the new analytics model to analyze the analytics data to obtain a new data analytics result, judging whether the new data analytics result satisfies the analytics result policy, and returning, in response to that the new data analytics result fails to satisfy the analytics result policy, to execute the operation of training the analytics model by using the analytics data to obtain a new analytics model, until the obtained data analytics result satisfies the analytics result policy;
- and
- acquiring, by the NWDAF, an analytics model of a third-party model owner according to at least one of a model type identifier or a model identifier, and running the analytics model to analyze the analytics data to obtain the data analytics result;
- wherein obtaining a data analytics result according to the analytics data and the analytics model further by:
- feeding, by the NWDAF, the data analytics result back to an analytics result receiver, wherein the analytics result receiver is determined by an analytics result receiver address.
16 more elements
A data analytics apparatus, comprising:
- an analytics data acquisition module configured to determine, by NWDAF, analytics data according to a data analytics request received from a NWDAF service consumer;
- an analytics model determination module configured to determine an analytics model according to the data analytics request;
- and
- an analytics result determination module configured to obtain a data analytics result according to the analytics data and the analytics model,
- wherein the data analytics request comprises at least two of:
- a data analytics service type, a model identifier, or an analytics result policy,
- wherein the analytics result policy comprises at least one of:
- an accuracy of analytics result, or a return time length of analytics result,
- wherein the determining analytics data according to a data analytics request comprises:
- acquiring the analytics data from a 3rd Generation Partnership Project (3GPP) network according to the data analytics service type in the data analytics request;
- wherein determining an analytics model according to the data analytics request;
- and obtaining a data analytics result according to the analytics data and the analytics model by at least one of:
- determining, by the NWDAF, an analytics model according to at least one of a model type identifier or a model identifier, and running the analytics model to analyze the analytics data and obtain the data analytics result;
- training, by the NWDAF, an analytics model by using the analytics data to obtain a new analytics model;
- running the new analytics model to analyze the analytics data to obtain a new data analytics result, judging whether the new data analytics result satisfies the analytics result policy, and returning, in response to that the new data analytics result fails to satisfy the analytics result policy, to execute the operation of training the analytics model by using the analytics data to obtain a new analytics model, until the obtained data analytics result satisfies the analytics result policy;
- and
- acquiring, by the NWDAF, an analytics model of a third-party model owner according to at least one of a model type identifier or a model identifier, and running the analytics model to analyze the analytics data to obtain the data analytics result;
- wherein obtaining a data analytics result according to the analytics data and the analytics model further by:
- feeding, by the NWDAF, the data analytics result back to an analytics result receiver, wherein the analytics result receiver is determined by an analytics result receiver address.
16 more elements
Dependencies are inferred from the claim text.