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 …

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 …

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 …

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 …

Estimation of Power Consumption of Each Application Caused by Device Lock Considering Software Dependency in Smartphones

S Kurihara, S Fukuda, M Oguchi… - 2017 Fifth International …, 2017 - ieeexplore.ieee.org
Several reports showed that the most important problem in smartphones was its power
consumption. Detection of battery draining applications based on estimating power …