The invention relates to the technical field of
data processing, in particular to an intelligent feature exploration
system and method for structured data, and the
system comprises a preprocessing module which obtains a structured
data set; the feature acquisition module analyzes the structured
data set and acquires structural features and type features; the
algorithm determination module calculates an actual evaluation value based on the
data structure features and the
data type features, compares the actual evaluation value with a preset evaluation value, and determines an execution
algorithm unit; the generation module generates an initial execution
workflow according to a preset operation rule; the distribution module divides an initial execution
workflow, calculates task complexity, distributes a plurality of
processing nodes, and monitors a real-time load condition to perform calculation power distribution; the monitoring module executes a computing power distribution result, collects operation data and calculates an actual
health score; and the adjustment module compares the actual
health score with a preset
health score, and adjusts the initial execution
workflow to obtain a target execution workflow. According to the invention, the efficiency of the
data analysis processing process is improved.