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Forecasting fine-grained city-scale cellular traffic with sparse crowdsourced measurements
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 …
increasing number of 4G/5G infrastructure are densely deployed to meet the booming …
Understanding open ports in Android applications: Discovery, diagnosis, and security assessment
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 …
they are also found in many Android apps. In this paper, we present the first open-port …
[HTML][HTML] Mobile QoE prediction in the field
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 …
network quality of service. With the exception of a few studies, most research on QoE has …
The cloud that runs the mobile internet: A measurement study of mobile cloud services
Mobile applications outsource their cloud infrastructure deployment and content delivery to
cloud computing services and content delivery networks. Studying how these services …
cloud computing services and content delivery networks. Studying how these services …
Measuring the declared SDK versions and their consistency with API calls in Android apps
Android has been the most popular smartphone system, with multiple platform versions (eg,
KITKAT and Lollipop) active in the market. To manage the application's compatibility with …
KITKAT and Lollipop) active in the market. To manage the application's compatibility with …
{MopEye}: Opportunistic Monitoring of Per-app Mobile Network Performance
Crowdsourcing mobile user's network performance has become an effective way of
understanding and improving mobile network performance and user quality-of-experience …
understanding and improving mobile network performance and user quality-of-experience …
Towards dynamically monitoring android applications on non-rooted devices in the wild
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 …
Current works require access to the code-level and system-level events (eg, API calls and …
Context-driven encrypted multimedia traffic classification on mobile devices
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 …
devices. The increase in traffic presents many challenges to user-centric networks, network …
Detecting anomaly in large-scale network using mobile crowdsourcing
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 …
from crowdsourced network data. We design an algorithm to extract potential network …
Inferring regional access network topologies: Methods and applications
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 …
undertaken a comprehensive active measurement-driven study of the topology of US …