Title :
Abstract visualization of runtime memory behavior
Author :
Choudhury, A. N M Imroz ; Rosen, Paul
Author_Institution :
Sci. Comput. & Imaging Inst., Univ. of Utah, Salt Lake City, UT, USA
Abstract :
We present a system for visualizing memory reference traces, the records of the memory transactions performed by a program at runtime. The visualization consists of a structured layout representing the levels of a cache and a set of data glyphs representing the pieces of data in memory being operated on during application runtime. The data glyphs move in response to events generated by a cache simulator, indicating their changing residency in the various levels of the memory hierarchy. Within the levels, the glyphs arrange themselves into higher-order shapes representing the structure of the cache levels, including the composition of their associative cache sets and eviction ordering. We make careful use of different visual channels, including structure, motion, color, and size, to convey salient events as they occur. Our abstract visualization provides a high-level, global view of memory behavior, while giving insight about important events that may help students or software engineers to better understand their software´s performance and behavior.
Keywords :
cache storage; data visualisation; storage management; abstract visualization; associative cache sets; cache simulator; data glyphs; eviction ordering; memory reference traces; memory transactions; runtime memory behavior; software engineers; students; Arrays; Data visualization; History; Image color analysis; Runtime; Software; Visualization;
Conference_Titel :
Visualizing Software for Understanding and Analysis (VISSOFT), 2011 6th IEEE International Workshop on
Conference_Location :
Williamsburg, VA
Print_ISBN :
978-1-4577-0822-0
Electronic_ISBN :
978-1-4577-0821-3
DOI :
10.1109/VISSOF.2011.6069452