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BLaDE: BatteryLab and Device Evaluations

BLaDE (formerly known as BatteryLab) is an open-source platform for automated performance evaluations on mobile phones (Android and iOS). It is capable of recording power consumption (using a Monsoon HV Power Monitor), CPU usage, memory, and network traffic (bandwidth) using different types of automation methods (ADB for Android, BT for iOS/Android).

For setup instructions, refer to this document.

Blog posts

Results were reported in the following blog posts:

Publications

For more information on the hardware infrastructure, please refer to the following publications:

MELTing point: Mobile Evaluation of Language Transformers
Stefanos Laskaridis, Kleomenis Katevas, Lorenzo Minto, Hamed Haddadi
At the 30th ACM Annual International Conference On Mobile Computing And Networking (MobiCom) 2024.

Link

BatteryLab: A Collaborative Platform for Power Monitoring
Matteo Varvello, Kleomenis Katevas, Mihai Plesa, Hamed Haddadi, Fabian Bustamante, Benjamin Livshits
At the Passive and Active Measurement Conference (PAM) 2022.

Link

BatteryLab, A Distributed Power Monitoring Platform For Mobile Devices
Matteo Varvello, Kleomenis Katevas, Mihai Plesa, Hamed Haddadi, Benjamin Livshits
At the 18th ACM Workshop on Hot Topics in Networks (HotNets) 2019.

Link