SlideShare a Scribd company logo
Leafactor: Improving Energy
Efficiency of Android Apps via
Automatic Refactoring
Luis Cruz, Rui Abreu, Jean-Noël Rouvignac
luiscruz@fe.up.pt
rui@computer.org
jn.rouvignac@gmail.com
2
Writing energy efficient code is challenging
Leafactor
Refactor Android projects automatically to
improve energy efficiency
Validation
7. Commit &
push changes
1. Collect metadata
from F-droid
2. Fork
repository
3. Select
optimization
4. Create
branch
5. Apply
Leafactor
6. Validate
changes
8. Submit
PR
• 140 apps, collected from F-Droid
• 15308 Java files and 15103 XML files
3
Results
• 222 refactorings in total
• 59 Pull Requests (15 merged)
https://goo.gl/wf0hso
4
https://youtu.be/K2frfh4tR1o
Tooldemo Paper
Leafactor: Improving Energy Efficiency of
Android Apps via Automatic Refactoring
Luis Cruz, Rui Abreu, Jean-Noël Rouvignac
Experimental data
6

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