UPDF AI

Carat: collaborative energy diagnosis for mobile devices

A. Oliner,A. Iyer,2 Authors,Sasu Tarkoma

2013 · DOI: 10.1145/2517351.2517354
ACM International Conference on Embedded Networked Sensor Systems · 181 Citations

TLDR

During a deployment to a community of more than 500,000 devices, Carat diagnosed thousands of energy anomalies in the wild and increased a user's battery life by 11% after 10 days (compared with 1.9% for the control group).