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Cannot enlarge MySQL Innodb_Buffer_Size, causes MySQL to crash

I currently have innodb_buffer_size set to 2GB - yet I have well over 5GB of innodb databases, and another 4 gigs of free ram on the server (Centos 5). I tried to increase the value to 3 gig, but ...
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Extreme fine tuning MySQL performance wise on a Linux server

I would like to know all of the key points where MySQL can be fine tuned performance wise on a Linux server through my.cnf or through other methods, libraries and tools. Tips and tricks and shady ...