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Converting tables from MyISAM to InnoDB

Hi,
  I've got a table with 110k records. Reads/Writes are a little slow. I'm using MyISAM for the table. Considering the size and speed problems, will making the table InnoDB improve things?
  I'm using MySQL 5.0.22.  I also read that MySQL cautions this conversion as being unsupported.

(1) Anyone with any thoughts/experience on doing this?
(2) Anyone with any thoughts on my specific situation?

Thanks.
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http://dev.mysql.com/doc/refman/5.0/en/innodb-restrictions.html says it is an unsupported operation.

So you've (db2inst1) have done this twice before or you were just testing it?
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