The application discloses a kind of multi-
source data management method and device based on federal mechanism, belong to
computer data processing technical field, it includes the local data of each
data source node is collected and extracts semantic summary, is formed distributed
data source register by
consensus verification;Cross-source collaborative analysis request is received, and is parsed as non-cyclic directed task graph;According to task graph, query is executed locally in each node, and collaborative calculation is completed by encrypted shared intermediate result, generates final analysis result and task execution log;Analysis task execution log is generated for each node Dynamic credit
score;According to credit
score, update node weight to adaptively optimize the node selection of subsequent task.The application adopts the closed-loop
management strategy that multi-source heterogeneous data is semantically abstracted, collaborative analysis request is parsed as execution task graph, dynamic credit
score is generated in combination with task execution log and is adaptively optimized according to node selection, and cross-domain data collaborative analysis and management of safe, efficient and intelligent can be realized.