Software Visualizations to Analyze Memory Consumption: ALiterature Review

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dc.catalogadorjlo
dc.contributor.authorFernández, Blanco Alison
dc.contributor.authorBergel, Alexandre
dc.contributor.authorSandoval Alcocer, Juan Pablo
dc.date.accessioned2024-05-31T13:16:01Z
dc.date.available2024-05-31T13:16:01Z
dc.date.issued2022
dc.description.abstractUnderstanding and optimizing memory usage of software applications is a difficult task, usually involving the analysis of large amounts of memory-related complex data. Over the years, numerous software visualizations have been proposed to help developers analyze the memory usage information of their programs. This article reports a systematic literature review of published works centered on software visualizations for analyzing the memory consumption of programs. We have systematically selected 46 articles and categorized them based on the tasks supported, data collected, visualization techniques, evaluations conducted, and prototype availability. As a result, we introduce a taxonomy based on these five dimensions to identify the main challenges of visualizing memory consumption and opportunities for improvement. Despite the effort to evaluate visualizations, we also find that most articles lack evidence regarding how these visualizations perform in practice. We also highlight that few articles are available for developers willing to adopt a visualization for memory consumption analysis. Additionally, we describe a number of research areas that are worth exploring.
dc.fechaingreso.objetodigital2024-10-28
dc.fuente.origenORCID
dc.identifier.doi10.1145/3485134
dc.identifier.issn0360-0300
dc.identifier.urihttp://doi.org/10.1145/3485134
dc.identifier.urihttps://repositorio.uc.cl/handle/11534/86127
dc.identifier.wosidWOS:000886932100018
dc.information.autorucEscuela de Ingeniería; Sandoval Alcocer, Juan Pablo; S/I; 1210748
dc.language.isoen
dc.nota.accesoContenido parcial
dc.rightsacceso restringido
dc.subjectHuman-centered computing
dc.subjectEmpirical studies in visualization
dc.subject.ddc000
dc.subject.deweyCiencias de la computaciónes_ES
dc.titleSoftware Visualizations to Analyze Memory Consumption: ALiterature Review
dc.typeartículo
sipa.codpersvinculados1210748
sipa.trazabilidadORCID;2024-05-27
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