Don't be fooled by what you see.
mysqld will not multiple instances on the same datadir and ibdata1. How do I know this?
On Sep 26, 2014 I answered MySQL got signal 11 error and slave is down. In my answer, I mentioned how InnoDB Architecture only allows one mysqld process to open a Master Thread to ibdata1.
Therefore, if you do not see the following lines in your error log
6 [Note] InnoDB: Check that you do not already have another mysqld process using the same InnoDB data or log files.
2014-09-26 12:51:53 14166 [ERROR] InnoDB: Unable to lock ./ibdata1, error: 11
2014-09-26 12:51:53 14166 [Note] InnoDB: Check that you do not already have another mysqld process using the same InnoDB data or log files.
In light of these things, I assure you, you do not have multiple mysqld processes.
What, then, are you seeing? Those are actual DB Connections emanating from the mysqld instance. I have seen this freakish display come from source-compiled versions of mysqld. I have mentioned it in passing in my old post innodb_buffer_pool_size not changed and Identical mysql processes (ServerFault). My suspicion is that the OS is manifesting DB Connections as if they were mysqld processes. On the contrary, they are just ordinary DB Connections.
You should run this in Linux
ps -ef | grep mysqld | grep -v grep | wc -l
You should get an output of 2 (1 for mysqld and 1 for mysqld_safe)
If you get just 1, you probably got a very old version of MySQL.