Static code metrics yield near-zero predictive power for Java method energy; adding execution time raises R² to 0.46, showing energy is dominated by runtime behavior.
In: 2016 IEEE 23rd International Conference on Software Analysis, Evolution, and Reengineering (SANER)
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Static Metrics Are Insufficient: Predicting Java Method Energy Usage with Execution Time
Static code metrics yield near-zero predictive power for Java method energy; adding execution time raises R² to 0.46, showing energy is dominated by runtime behavior.