Detailed Heap Profiling

Modern software systems heavily use the memory heap. As systems grow more complex and compute with increasing amounts of data, it can be difficult for developers to understand how their programs actually use the bytes that they allocate on the heap and whether improvements are possible. To answer this question of heap usage efficiency, we have built a new, detailed heap profiler called Memoro. Memoro uses a combination of static instrumentation, subroutine interception, and runtime data collection to build a clear picture of exactly when and where a program performs heap allocation, and crucially how it actually uses that memory. Memoro also introduces a new visualization application that can distill collected data into scores and visual cues that allow developers to quickly pinpoint and eliminate inefficient heap usage in their software. Our evaluation and experience with several applications demonstrates that Memoro can reduce heap usage and produce runtime improvements of 10%.


Published in:
Proceedings of the International Symposium on Memory Management (ISMM 2018)
Presented at:
International Symposium on Memory Management (ISMM 2018), Philadelphia, PA, USA, June 18, 2018
Year:
Jun 18 2018
Publisher:
ACM
Keywords:
Laboratories:




 Record created 2018-06-04, last modified 2019-08-12

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