Large-scale mobile traffic analysis: a survey
D Naboulsi, M Fiore, S Ribot… - … Surveys & Tutorials, 2015 - ieeexplore.ieee.org
This article surveys the literature on analyses of mobile traffic collected by operators within
their network infrastructure. This is a recently emerged research field, and, apart from a few …
their network infrastructure. This is a recently emerged research field, and, apart from a few …
Measuring video QoE from encrypted traffic
G Dimopoulos, I Leontiadis, P Barlet-Ros… - Proceedings of the …, 2016 - dl.acm.org
Tracking and maintaining satisfactory QoE for video streaming services is becoming a
greater challenge for mobile network operators than ever before. Downloading and …
greater challenge for mobile network operators than ever before. Downloading and …
A survey of emerging concepts and challenges for QoE management of multimedia services
Quality of Experience (QoE) has received much attention over the past years and has
become a prominent issue for delivering services and applications. A significant amount of …
become a prominent issue for delivering services and applications. A significant amount of …
A survey on QoE-oriented wireless resources scheduling
Future wireless systems are expected to provide a wide range of services to more and more
users. Advanced scheduling strategies thus arise not only to perform efficient radio resource …
users. Advanced scheduling strategies thus arise not only to perform efficient radio resource …
QoE matters more than QoS: Why people stop watching cat videos
With the proliferation of online video, measuring quality of experience (QoE) has become a
pivotal aspect for the analysis of today's over-the-top (OTT) video streaming. To monitor …
pivotal aspect for the analysis of today's over-the-top (OTT) video streaming. To monitor …
A machine learning approach to classifying YouTube QoE based on encrypted network traffic
Due to the widespread use of encryption in Over-The-Top video streaming traffic, network
operators generally lack insight into application-level quality indicators (eg, video quality …
operators generally lack insight into application-level quality indicators (eg, video quality …
Predicting QoE in cellular networks using machine learning and in-smartphone measurements
Monitoring the Quality of Experience (QoE) undergone by cellular network customers has
become paramount for cellular ISPs, who need to ensure high quality levels to limit customer …
become paramount for cellular ISPs, who need to ensure high quality levels to limit customer …
Characterizing and improving wifi latency in large-scale operational networks
WiFi latency is a key factor impacting the user experience of modern mobile applications, but
it has not been well studied at large scale. In this paper, we design and deploy WiFiSeer, a …
it has not been well studied at large scale. In this paper, we design and deploy WiFiSeer, a …
Modeling web quality-of-experience on cellular networks
Recent studies have shown that web browsing is one of the most prominent cellular
applications. It is therefore important for cellular network operators to understand how radio …
applications. It is therefore important for cellular network operators to understand how radio …
A study on application-aware scheduling in wireless networks
The past decade witnessed the dramatic evolution from Quality of Service (QoS) to Quality of
Experience (QoE) in the design of wireless networks, especially on the aspect of link …
Experience (QoE) in the design of wireless networks, especially on the aspect of link …