SQL Server replication is quite robust. It wont matter which server goes down first. But if you want to be safe, you can stop the log reader agent and restart your distributor and start the log reader agent. All the changes that were done on the publisher will stay in the log till the distributor reads it. (There is a time limit off course but it is more than an hour)