A computing device configured for monitoring and analyzing health of a distributed computer system having a plurality of interconnected system components. The computing device tracks communication between the system components and monitors for an alert indicating an error in the communication in the distributed computer system. In response to the error, the computing device receives a health log from each of the system components defining an aggregate health log being in a standardized format indicating messages communicated between the system components. The computing device further receives network infrastructure information defining relationships between the system components and characterizing dependency information; and, automatically determines, based on the aggregate health log and the network infrastructure information, a particular component originating the error and associated dependent components from the system components affected.