MySQL Cluster Performance Revisited - tcmalloc Kicks Some A**
I can tell you I have been trying real hard to get MySQL Cluster to work better here. Yes, SQL parsing in MySQL is to blame for a lot of why MySQL Cluster is so much slower than MongoDB. But why is MySQL Cluster slower than a fully cached (hot) InnoDB then? Admittedly, I was running the InnoDB tests with MySQL 5.6, so there you have one more thing for me to try (i.e. running InnoDB tests with the mysqld packaged with MySQL Cluster).
A lot of different MySQL Configurations was tried, as was a few other things. Lookiing at what was going on in the box revealed that most of the CPU was consumed by mysqld, so I decided to try to speed that up a bit, as the CPUs were maxed out by mysqld using up some 85 % or so. Using tcmalloc seemed like one obvious fix here, and I got some 10% better performance using that, MySQL Cluster using the SQL interface now performance about 35 k requests per second, which still is below InnoDB (with MySQL 5.6) and not even close to MongoDB, but still an improvement.
But as I said, there is still more stuff to test and I am not giving up yet. But I have given up on distributing some mysqld load to some other server. I got that working, but as the load on the test is distributed evenly across the mysqld servers, the slowest one will hold things up (that is how thing work right now, but I can and will revisit that one). Tarantool, some more NDBAPI tests and then some remains to be tested!
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