Improved Canopy parallel algorithm implementation structure
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[0029] The general processing principle is: when the data is judged to be a strong node of the cluster to which the node belongs, the point is assigned to this cluster, and the next data is processed. Otherwise pass the data to the next node and start working on it. Repeat the above work until all the data are processed.
[0030] The chain structure is composed of nodes that equally distribute work in series and form a ring structure. Each node continuously scans the messages sent by the previous nodes, and if there is data stored in the data buffer, it waits for processing. If the data in the data buffer has been processed and there is still no data after a certain period of time, the node will automatically sleep until the next node wakes up.
[0031] The strong clustering points of each cluster are stored under their respective nodes. The weakly clustered point sets and center points of all clusters are globally visible. The specific implementation method is to update t...
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