OptDetect identifies low-optimization native libraries in Android apps with 81.9% real-world accuracy, finding the issue in 30.5% of libraries across 91.7% of top apps, with fixes yielding 10-63% CPU reduction.
PowerAPI: A Python framework for building software-defined power meters.Journal of Open Source Software, 9(98):6670, June 2024
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EnergyTrackr detects statistically significant energy regressions in Java commits from 3,232 changes across three projects and identifies recurring code anti-patterns such as missing early exits.
citing papers explorer
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Source-Free Detection and Impact Analysis of Compiler Optimization Problems in Mobile Applications
OptDetect identifies low-optimization native libraries in Android apps with 81.9% real-world accuracy, finding the issue in 30.5% of libraries across 91.7% of top apps, with fixes yielding 10-63% CPU reduction.
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Systematic Detection of Energy Regression and Corresponding Code Patterns in Java Projects
EnergyTrackr detects statistically significant energy regressions in Java commits from 3,232 changes across three projects and identifies recurring code anti-patterns such as missing early exits.