Abstract: Systems, apparatuses and methods provide technology for conducting silent data corruption (SDC) testing in a network including a fleet of production servers comprising generating a first SDC test selected from a repository of SDC tests, submitting the first SDC test for execution on a plurality of servers selected from the fleet of production servers, wherein for each respective server of the plurality of servers the first SDC test is executed as a test workload in co-location with a production workload executed on the respective server, determining a result of the first SDC test performed on a first server of the plurality of servers, and upon determining that the result of the first SDC test performed on the first server is a test failure, removing the first server from a production status, and entering the first server in a quarantine process to investigate and to mitigate the test failure.