Manufacturing data processing system having a plurality of manufacturing apparatuses

A manufacturing data processing system comprising:

• a plurality of manufacturing apparatuses;
• a plurality of data processing devices configured to process manufacturing data associated with the plurality of manufacturing apparatuses;
• a plurality of communication channels configured to communicate the manufacturing data between the plurality of manufacturing apparatuses and the plurality of data processing devices;
• and
• a management device,
• wherein
• at least a part of the plurality of data processing devices has a learning unit and a database, and
• the management device configured to determine a combination of (i) the data processing device that processes the manufacturing data associated with each of the plurality of manufacturing apparatuses and (ii) the communication channel that communicates the associated manufacturing data between each of the plurality of manufacturing apparatuses and the data processing device, based on
• generation speed of learning data generated by the plurality of manufacturing apparatuses,
• communication speed of the communication channel,
• free space in the database, and
• the data processing capability of the learning unit of each of said at least part of the plurality of data processing devices, and
• the management device is configured to control each of the plurality of manufacturing apparatuses to connect to the determined combination of (i) the data processing device and (ii) the communication channel.