Many times the idea behind distributed systems is to avoid single point of failure. by using Database for communication, you are essentially creating another single point of failure in the form of database (unless database is running on some highly reliable elaborate master-master setup). However you can use systems like zookeeper to get similar functionality and to facilitate communication.