A survey of green mobile networks: Opportunities and challenges

X Wang, AV Vasilakos, M Chen, Y Liu… - Mobile Networks and …, 2012 - Springer
The explosive development of Information and Communication Technology (ICT) has
significantly enlarged both the energy demands and the CO 2 emissions, and consequently …

A survey of opportunistic offloading

D Xu, Y Li, X Chen, J Li, P Hui, S Chen… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
This paper surveys the literature of opportunistic offloading. Opportunistic offloading refers to
offloading traffic originally transmitted through the cellular network to opportunistic network …

A variegated look at 5G in the wild: performance, power, and QoE implications

A Narayanan, X Zhang, R Zhu, A Hassan… - Proceedings of the …, 2021 - dl.acm.org
Motivated by the rapid deployment of 5G, we carry out an in-depth measurement study of the
performance, power consumption, and application quality-of-experience (QoE) of …

A first look at commercial 5G performance on smartphones

A Narayanan, E Ramadan, J Carpenter, Q Liu… - Proceedings of The …, 2020 - dl.acm.org
We conduct to our knowledge a first measurement study of commercial 5G performance on
smartphones by closely examining 5G networks of three carriers (two mmWave carriers, one …

Lumos5G: Mapping and predicting commercial mmWave 5G throughput

A Narayanan, E Ramadan, R Mehta, X Hu… - Proceedings of the …, 2020 - dl.acm.org
The emerging 5G services offer numerous new opportunities for networked applications. In
this study, we seek to answer two key questions: i) is the throughput of mmWave 5G …

D2D fogging: An energy-efficient and incentive-aware task offloading framework via network-assisted D2D collaboration

L Pu, X Chen, J Xu, X Fu - IEEE Journal on Selected Areas in …, 2016 - ieeexplore.ieee.org
In this paper, we propose device-to-device (D2D) Fogging, a novel mobile task offloading
framework based on network-assisted D2D collaboration, where mobile users can …

A close examination of performance and power characteristics of 4G LTE networks

J Huang, F Qian, A Gerber, ZM Mao, S Sen… - Proceedings of the 10th …, 2012 - dl.acm.org
With the recent advent of 4G LTE networks, there has been increasing interest to better
understand the performance and power characteristics, compared with 3G/WiFi networks. In …

Exploiting massive D2D collaboration for energy-efficient mobile edge computing

X Chen, L Pu, L Gao, W Wu… - IEEE Wireless …, 2017 - ieeexplore.ieee.org
In this article we propose a novel D2D Crowd framework for 5G mobile edge computing,
where a massive crowd of devices at the network edge leverage network-assisted D2D …

Empowering developers to estimate app energy consumption

R Mittal, A Kansal, R Chandra - Proceedings of the 18th annual …, 2012 - dl.acm.org
Battery life is a critical performance and user experience metric on mobile devices. However,
it is difficult for app developers to measure the energy used by their apps, and to explore …

{PowerSpy}: Location Tracking Using Mobile Device Power Analysis

Y Michalevsky, A Schulman, GA Veerapandian… - 24th USENIX Security …, 2015 - usenix.org
Modern mobile platforms like Android enable applications to read aggregate power usage
on the phone. This information is considered harmless and reading it requires no user …