Vary on your application. - you can fit all or portion of your database into memory - you can utilize cache layer (redis, memcache) to bypass database access

Vary on your application. - you can fit all or portion of your database into memory - you can utilize cache layer (redis, memcache) to bypass database access - you can use certain databases on GPU if db is still bottleneck