Power consumption analysis, measurement, management, and issues: A state-of-the-art review of smartphone battery and energy usage

PKD Pramanik, N Sinhababu, B Mukherjee… - ieee …, 2019 - ieeexplore.ieee.org
The advancement and popularity of smartphones have made it an essential and all-purpose
device. But lack of advancement in battery technology has held back its optimum potential …

Usage intentions, attitudes, and behaviors towards energy-efficient applications during the COVID-19 pandemic

RA Pop, DC Dabija, C Pelău, V Dinu - Journal of Business Economics …, 2022 - jest.vgtu.lt
Energy waste is an emerging issue worldwide, with energy conservation goals, such as
conscious energy consumption, playing a crucial role in hel** the environment. The rapid …

Modeling the total energy consumption of mobile network services and applications

M Yan, CA Chan, AF Gygax, J Yan, L Campbell… - Energies, 2019 - mdpi.com
Reducing the energy consumption of Internet services requires knowledge about the
specific traffic and energy consumption characteristics, as well as the associated end-to-end …

Energy inefficiency diagnosis for Android applications: a literature review

Y Sun, J Fang, Y Chen, Y Liu, Z Chen, S Guo… - Frontiers of Computer …, 2023 - Springer
Android applications are becoming increasingly powerful in recent years. While their
functionality is still of paramount importance to users, the energy efficiency of these …

Power-consumption outage in beyond fifth generation mobile communication systems

J Yang, X Ge, J Thompson… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
One of the biggest problems facing future mobile systems beyond 5G (B5G) is the energy
dissipation of mobile devices at high data rates. The heat generated by these devices can …

[HTML][HTML] Machine learning and price-based load scheduling for an optimal IoT control in the smart and frugal home

R Kaur, C Schaye, K Thompson, DC Yee, R Zilz… - Energy and AI, 2021 - Elsevier
We pose and study a scheduling problem for an electric load to develop an Internet of
Things (IoT) control system for power appliances, which takes advantage of real-time …

Where is the Testbed for my Federated Learning Research?

J Božič, AR Faustino, B Radovič… - 2024 IEEE/ACM …, 2024 - ieeexplore.ieee.org
Progressing beyond centralized AI is of paramount importance, yet, distributed AI solutions,
in particular various federated learning (FL) algorithms, are often not comprehensively …

A survey of energy consumption measurement in embedded systems

C Guo, S Ci, Y Zhou, Y Yang - IEEE Access, 2021 - ieeexplore.ieee.org
The low-power design of software and hardware is crucial for the efficiency and
sustainability of embedded systems. Accurate energy consumption measurement plays a …

Energy and Emissions of Machine Learning on Smartphones vs. the Cloud

D Patterson, JM Gilbert, M Gruteser, E Robles… - Communications of the …, 2024 - dl.acm.org
ACM: Digital Library: Communications of the ACM ACM Digital Library Communications of the
ACM Volume 67, Number 2 (2024), Pages 86-97 Energy and Emissions of Machine Learning on …

Camera model identification using convolutional neural networks

A Kuzin, A Fattakhov, I Kibardin… - … Conference on Big …, 2018 - ieeexplore.ieee.org
Source camera identification is the process of determining which camera or model has been
used to capture an image. In recent years, there has been a rapid growth of research interest …