Locking user after multiple login failures

I want to be able to check that a user isn't trying to bombard the server with multiple login requests. So what would be the best way to check, and set lets say 3 tries or you're out for a user?
Thanks in advance

I can think of three ways:
1: Store log-in attempts in the HttpSession but doesn't help if client uses a new browser and thus a new session.
2: Store log-in attempts in a persisted cookie. Will also need to set a cookie with the date/time of the last attempt to be able to unlock the PC.
3: Store the log-in attempts in a DB. Again need to store the date/time of the last attempt. Problem is connecting a userId's to the actual user.
My choice would be #2 combined with #1. If a user has disabled cookies I would use the session otherwise I would use the cookies.

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