ANEPROF: Energy Profiling for Android Java Virtual Machine and Applications

Energy Efficiency in the ICT - Profiling Power Consumption in Desktop Computer Systems

“…It implements the PowerBooter model in order to profile power consumption of applications, basing upon their component usage. Another example, which makes use of external metering devices, is ANEPROF [4], which authors define as a real-measurement-based energy profiler able to reach function-level granularity. It is developed for Android OS-based devices, thus it is aimed at profiling Java applications.…”

Cloud-based power estimation and power-aware scheduling for embedded systems

“…Application developers use these results to estimate and optimize the energy consumption of their programs. Model-based profiling can be categorized as low-level [11,12] and high-level models [13][14][15][16][17][18]. Low-level models are associated with power consumption patterns derived from the system architecture level or processor instruction level, and evaluates CPU power consumption by simulation or through the use of virtualization software.…”

“…1(b), model-based profiling [11][12][13][14][15][16][17] has a pre-defined instructions/functions table associated with individual CPU power consumption. Table content usually changes with hardware, platform and OS specifications.…”

DReAM: Per-Task DRAM Energy Metering in Multicore Systems

“…In recent years, there has been an increasing interest for energy metering in different environments from datacenters [3] to smartphones [8,9]. Previous proposals, however, focus on providing accurate energy metering for single-core architectures or multicore architectures in which a single (multi-threaded) application is executed.…”