1. A method for obtaining data to debug an issue that affects a software application, the method comprising: receiving, by one or more computer processors, a request to obtain data associated with an issue that affects an executing software application, wherein the issue that affects the software application is selected from the group consisting of: a hang; a loop that is stuck; a degradation in performance; a corruption of data; a class of errors not detected or recognized by the software of a computing system; determining, by one or more computer processors, a set of memory spaces utilized by the executing software application and one or more processes supporting the executing software application, wherein the determined set of memory spaces are hosted within the computing system that hosts the executing software application and the one or more processes that support the executing software application, and wherein determining the set of memory spaces utilized by the executing software application and one or more processes supporting the executing software application further comprises: determining, by one or more computer processors, a first set of memory spaces utilized by the executing software application; and determining, by one or more computer processors, a second set of memory spaces utilized by the one or more processes supporting the executing software application, wherein the second set of memory spaces are determined based on (i) one or more relationships between the executing software application and the one or more processes supporting the executing software application, and (ii) one or more relationships among the one or more processes supporting the executing software application; wherein relationships are determined based on information associated with provisioning information corresponding to a process, a memory cataloging function, a process tracing function, one or more indications associated with a memory space, and sharing data among two or more processes; filtering, by one or more computer processors, the determined set of memory spaces to remove duplicate references of the memory space, prior to dumping the set of determined set of memory spaces; determining, by one or more computer processors, at least one memory space of the set of determined memory spaces to dump utilizing a dump function based, at least in part, on identifying one or more dictates associated with the request to obtain data associated with the issue that affects the executing software application, wherein the one or more dictates include a maximum size for the data related to the dumped set of memory spaces, a scope of tracing associated with determining memory spaces, and an order to dump the determined set of memory spaces; initiating, by one or more computer processors, the dump function to obtain data within the memory spaces of the determined set of memory spaces; and storing, by one or more computer processors, the data related to the dumped set of memory spaces, wherein storing the data related to the dumped set of memory spaces includes (i) high-speed capture and aggregation of data to volatile memory and (ii) spooling data within volatile memory to persistent memory.