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SQL Server has a mode that enables multiple commands to run simultaneously on the same connection, but I cannot say if it is available for MySql. It is called Multiple Active Result Sets (MARS).Please cite a reference that indicates MARS queries in parallel.
It is probably as important to delimit what MARS is not:
Parallel execution: Though MARS enables more than one request to be submitted under the same connection, this does not imply that they will be executed in parallel inside the server. MARS will multiplex execution thread between outstanding requests in the connection, interleaving at well defined points.
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