Power Profiler: Monitoring Energy Consumption of ML Algorithms on Android Mobile Devices

K Boubouh, R Basmadjian - Companion Proceedings of the 14th ACM …, 2023‏ - dl.acm.org
Energy efficiency is a critical concern for machine learning (ML) algorithms deployed in data
centers. Recently, many works in the literature have focused on running ML algorithms on …

Accelerated test for applications with client application and server software

S Fukuda, S Kurihara, S Hamanaka, M Oguchi… - Proceedings of the 11th …, 2017‏ - dl.acm.org
Application analyses is important for smartphone markets and application developers.
Dynamic analysis involving actual execution of application requires severely long time …

An accelerated application monitoring environment with accelerated servers

S Fukuda, S Kurihara, S Hamanaka… - 2016 IEEE 5th …, 2016‏ - ieeexplore.ieee.org
Android operating system has become one of the most popular smartphone platforms. A
large number of applications are developed for the operating system. Monitoring application …

Observation of Method Invocation in Application Runtime in Android for CPU Clock Rate Adjustment

K Kumakura, A Sonoyama, T Kamiyama… - … on Computing and …, 2021‏ - ieeexplore.ieee.org
Smartphones are currently widely used. Especially, the Android operating system has the
largest market share. Nowadays, power consumption and the battery life of an Android …

Application power consumption estimation considering software dependency in Android

S Kurihara, S Fukuda, S Hamanaka, M Oguchi… - Proceedings of the 11th …, 2017‏ - dl.acm.org
Android operating system has become one of the most popular smartphone platforms. One
report stated that the most important issue of smartphones was its power consumption …

Java Android Application Performance Improvement by Kotlin DEX Bytecode Analysis without JIT Compiler

R Shibata, A Sonoyama, M Oguchi… - 2020 IEEE …, 2020‏ - ieeexplore.ieee.org
Kotlin, in addition to Java, is increasing its importance in the consumer electronics field in
recent years as a language to Android application development. In our previous work, we …

Saving power consumption of smartphones in the screen-off state with disabling the Wi-Fi

T Murakami, S Kurihara, S Fukuda… - 2018 IEEE …, 2018‏ - ieeexplore.ieee.org
Lange power consumption is an important topic in today's smartphones. Smartphone
operating systems, such as Android, have a function with which applications can be invoked …

Identifying battery-draining applications by monitoring behavior in screen-off state in Android

S Kurihara, S Fukuda, S Hamanaka… - … -Taiwan (ICCE-TW), 2016‏ - ieeexplore.ieee.org
Power consumption is one of the most important issues of smartphones. Android OS, a
popular smartphone operating system, has a function with which an application can be …

Estimation of power consumption of each application considering software dependency in Android

S Kurihara, S Fukuda, T Kamiyama… - Journal of Information …, 2019‏ - jstage.jst.go.jp
Some reports stated that the most important issue of smartphones is their large battery
consumption. Information on the power consumption of each application is important for …

加速度センサによるスマートフォンユーザの推定に関する考察

佐藤悠祐, 神山剛, 福田晃, 小口**人… - 研究報告コンシューマ …, 2019‏ - ipsj.ixsq.nii.ac.jp
論文抄録 機械学習やスマートフォン搭載のセンサの発展により, センサデータを解析しユーザの行動
などのユーザ情報を推定する研究が行われ, 成果を上げている. 本研究では …