Speedup DROP huge MySQL replicated table
In the end we realized that the process was so slow because we did try to do the DROP while the mysqldump backup was running and the table was blocked by the backup process.

After the backup process had finished the DROP was quite fast and took only some minutes and did not have a big inpact on the server performance.