MySQL can fail for many reasons. However, you have enough RAM to power your Multisite network given that it has little traffic. Since it's a self-managed service you would need to investigate mysql and see what's going on.
You may want to start by looking my.cnf and making sure the values are appropriate. You could also disable all plugins and see if that helps.