Publications

Publications of the research group that appeared 2016 or later. For earlier publications, please visit Fabian Beck's Google Scholar or DBLP profile.

Art der Publikation: Beitrag in Sammelwerk

Exploring Visual Comparison of Multivariate Runtime Statistics

Autor(en):
Tarner, Hagen; Frick, Veit; Pinzger, Martin; Beck, Fabian
Titel des Sammelbands:
9th Symposium on Software Performance 2018
Ort(e):
Hildesheim
Veröffentlichung:
2018
Sprache:
english
Schlagworte:
visual comparison, multivariate data, runtime statistics
Datei:
Exploring Visual Comparison of Multivariate Runtime Statistics (221 KB)
Zitation:
Download RIS

Kurzfassung

To understand program behavior or find performance bottlenecks in their software, developers need tools to efficiently compare runtime statistics collected across multiple executions. As there is a variety of useful metrics, a good visualization needs to be able to handle multivariate data and highlight the most important differences between multiple versions. We identify three scenarios for the comparison of execution-relevant changes, and explore possible visualizations of the gathered multivariate runtime statistics.