The application relates to the technical field of
data processing, and discloses a multi-source heterogeneous data edge
processing method and device for
field monitoring and a medium, which comprises the following steps: based on a
data access link, parallelly receiving
original data generated by different monitoring devices in a
field monitoring site; extracting multi-dimensional features to determine the
data source types corresponding to the
original data; calling corresponding analysis engines according to the
data source types to generate analysis results through
differential analysis; determining the time field priority according to the
data source types, selecting target time fields from the analysis results, performing unified event time axis mapping, and generating standardized data; writing the standardized data into a classified cache
queue, determining the time effectiveness level according to the
time difference between the standard event time and the
current time, and performing hierarchical sending scheduling based on the time effectiveness level and the network state. The edge access capability of multi-source heterogeneous data in the field
ecological monitoring scene, the cross-source
time correlation capability and the key data sending capability under the weak network condition are improved.