Dynamic voltage and frequency scaling (DVFS) is ubiquitous on mobile devices as a mechanism for saving energy. Reducing the clock frequency of a processor allows a corresponding reduction in power consumption, as does turning off idle cores. Garbage collection is a canonical example of the sort of memory-bound workload that best responds to such scaling. Here, we explore the impact of frequency scaling for garbage collection in a real mobile device running Android’s Dalvik virtual machine, which uses a concurrent collector. By controlling the frequency of the core on which the concurrent collector thread runs we can reduce power significantly. Running established multi-threaded benchmarks shows that total processor energy can be reduced up to 30%, with end-to-end performance loss of at most 10%.
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|Controlling Physical Memory Fragmentation in Mobile Systems|
Sang-Hoon Kim Korea Advanced Institute of Science and Technology, Sejun Kwon Sungkyunkwan University, Jin-Soo Kim Sungkyunkwan University, Jinkyu Jeong Sungkyunkwan UniversityLink to publication
|Don't race the memory bus: Taming the GC leadfoot|
Ahmed Hussein Purdue University, Tony Hosking Purdue University, Mathias Payer Purdue University, Christopher A. Vick QualcommLink to publication