4 results about "Nested data" patented technology

The present disclosure relates to methods, apparatuses, and readable storage media that implement serialization and deserialization of nested data, where a system-on-a-chip of the present disclosure is included in an integrated circuit apparatus that includes a general purpose interconnect interface and other processing apparatuses. A computing apparatus interacts with the other processing apparatuses to collectively complete a user-specified computing operation. The integrated circuit apparatus can also include a storage apparatus connected to the computing apparatus and the other processing apparatuses, respectively, for data storage of the computing apparatus and the other processing apparatuses.

This invention discloses a spatial downscaling method for weather forecast models based on a terrain classification super-resolution model. The method first obtains nested data at each layer through dynamic downscaling of the weather forecast model, then trains a super-resolution model using data at different resolutions of the target area. Following the above process, super-resolution models are established for different terrains, and a terrain classification model is trained using terrain data. The super-resolution model and the terrain classification model are combined to obtain a fused prediction result. This fused model is the SRBTC model, which considers spatial correlation. The model outputs the similarity probability between the area to be predicted and various different terrains. The prediction results are weighted and summed to obtain the fused prediction result of the super-resolution model. During model training, a specified value scaling method is proposed to consider the differences between high- and low-resolution meteorological simulation data. When applying the model, a splitting and merging method is proposed to consider the differences between multi-scale simulation data, and the applicability of the model is specified.

The application discloses a kind of multi-source heterogeneous data's collection-storage-show method and system, comprising: using robot flow automation technology from the target data service page logged in and present text, table and key-value pair data after page loading are grabbed, and the data fetched are carried out field de-duplication, redundancy filtering and format standardization processing, obtain standardized data;The standardized data is encapsulated according to the preset three-layer JSON structure, and the encapsulated JSON data is obtained, the three-layer JSON structure includes the grouping layer for data grouping, the table layer for storing structured data and the list layer for storing unstructured or nested data.This application method and system realize the data automation collection in no interface scene, heterogeneous data dynamic adaptive storage and the integrated design of storage and show, improve data processing efficiency and system scalability.

This invention provides a method and apparatus for secure isolation of design data supporting regional collaborative development, relating to the technical field of data processing. The method includes: acquiring design data from different plants and institutes and binding them with data security region identifiers; constructing a multi-layered nested data security region structure and generating a set of cross-regional collaborative constraint rules; performing structural pruning, parameter mapping, and semantic dimensionality reduction on the design object data during cross-regional calls to form a restricted data expression set; constructing a cross-regional controlled data view based on the restricted data expression set and combining it with stage status identifiers to achieve dynamic control of the shared scope; simultaneously forming a data flow record set through call path resolution and binding with responsible entities; and performing abnormal access detection and adaptive policy adjustment based on the data flow record set and constraint rule set to update access boundaries and restricted data expression rules, and outputting collaborative design results. This invention can improve collaborative R&D efficiency while ensuring data security.