Forecasting fine-grained city-scale cellular traffic with sparse crowdsourced measurements

JH Duan, W Li, X Zhang, S Lu - Computer Networks, 2022 - Elsevier
With the rapid development of wireless technology and the edge computing applications, an
increasing number of 4G/5G infrastructure are densely deployed to meet the booming …

[HTML][HTML] Mobile QoE prediction in the field

E Boz, B Finley, A Oulasvirta, K Kilkki… - Pervasive and Mobile …, 2019 - Elsevier
Quality of experience (QoE) models quantify the relationship between user experience and
network quality of service. With the exception of a few studies, most research on QoE has …

Understanding open ports in Android applications: Discovery, diagnosis, and security assessment

D Wu, D Gao, RKC Chang, E He, EKT Cheng… - 2019 - ink.library.smu.edu.sg
Open TCP/UDP ports are traditionally used by servers to provide application services, but
they are also found in many Android apps. In this paper, we present the first open-port …

The cloud that runs the mobile internet: A measurement study of mobile cloud services

F Michclinakis, H Doroud… - … -IEEE Conference on …, 2018 - ieeexplore.ieee.org
Mobile applications outsource their cloud infrastructure deployment and content delivery to
cloud computing services and content delivery networks. Studying how these services …

Inferring regional access network topologies: Methods and applications

Z Zhang, A Marder, R Mok, B Huffaker… - Proceedings of the 21st …, 2021 - dl.acm.org
Using a toolbox of Internet cartography methods, and new ways of applying them, we have
undertaken a comprehensive active measurement-driven study of the topology of US …

MSYM: A multichannel communication system for android devices

W Wang, D Tian, W Meng, X Jia, R Zhao, R Ma - Computer Networks, 2020 - Elsevier
Conventional mobile communication systems often use one single channel for data
transmission, ie, mobile devices use cellular network to transfer multimedia information …

Detecting anomaly in large-scale network using mobile crowdsourcing

Y Li, J Sun, W Huang, X Tian - IEEE INFOCOM 2019-IEEE …, 2019 - ieeexplore.ieee.org
In this paper, we propose a tree modeling-based data mining method to detect anomalies
from crowdsourced network data. We design an algorithm to extract potential network …

Towards dynamically monitoring android applications on non-rooted devices in the wild

X Tang, Y Lin, D Wu, D Gao - Proceedings of the 11th ACM Conference …, 2018 - dl.acm.org
Dynamic analysis is an important technique to reveal sensitive behavior of Android apps.
Current works require access to the code-level and system-level events (eg, API calls and …

Toward accurate network delay measurement on android phones

W Li, D Wu, RKC Chang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Measuring and understanding the performance of mobile networks is becoming very
important for end users and operators. Despite the availability of many measurement apps …

Context-driven encrypted multimedia traffic classification on mobile devices

MA Hoque, B Finley, A Rao, A Kumar, P Hui… - Pervasive and Mobile …, 2023 - Elsevier
The Internet has been experiencing immense growth in multimedia traffic from mobile
devices. The increase in traffic presents many challenges to user-centric networks, network …