Described in detail herein is a profiling system. In one embodiment, a computing system can be configured to generate a graphical user interface through which a profiling application is configured, and receive a first request for initiating profiling of an executable module including one or more data structures via the graphical user interface. The computing system can further initiate the profiling of the executable module via the graphical user interface based on the information associated with the executable module, determine a first processor utilization and a first memory utilization during execution of the executable module, generate a first utilization snapshot from the first processor utilization and a first memory snapshot from the first memory utilization at a specified period of time during execution of the executable module, and store the first utilization and first memory snapshot in the database.