InnoDB buffer. Should I increase buffer size?
Short answer:  Set innodb_buffer_pool_size to 70% of available RAM (assuming you have more than 4GB of RAM).

Long answer:  For deeper investigation, we would need SHOW VARIABLES, SHOW GLOBAL STATUS and the RAM size.  And the buffer being "full" does not mean that things are running poorly -- it is a cache.