Dissecting the performance of YouTube video streaming in mobile networks

A Schwind, C Midoglu, Ö Alay… - … Journal of Network …, 2020 - Wiley Online Library
Video streaming applications constitute a significant portion of the Internet traffic today, with
mobile accounting for more than half of the online video views. The high share of video in …

MONROE-Nettest: A configurable tool for dissecting speed measurements in mobile broadband networks

C Midoglu, L Wimmer, A Lutu, Ö Alay… - IEEE INFOCOM 2018 …, 2018 - ieeexplore.ieee.org
As the demand for mobile connectivity continues to grow, the need to evaluate the
performance of Mobile Broadband (MBB) networks becomes stronger. In the last years …

Results from running an experiment as a service platform for mobile broadband networks in Europe

V Mancuso, MP Quirós, C Midoglu, M Moulay… - Computer …, 2019 - Elsevier
In this article we present a selection from a vast range of experiments run with MONROE, our
open experiment as a service (EaaS) platform for measurements and experimentation in …

Large scale “speedtest” experimentation in mobile broadband networks

C Midoglu, K Kousias, Ö Alay, A Lutu, A Argyriou… - Computer Networks, 2021 - Elsevier
Characterizing and evaluating the performance of Mobile Broadband (MBB) networks is a
vital need for today's societies. Testbed-based measurements are of great significance in …

Service-based Analytics for 5G open experimentation platforms

E Aumayr, G Caso, AM Bosneag, AD Zayas, Ö Alay… - Computer Networks, 2022 - Elsevier
A scalable, flexible and reliable Analytics service has become a requirement toward building
efficient Fifth Generation (5G) experimental platforms that can support a suite of end-user …

An open dataset of operational mobile networks

A Safari Khatouni, M Trevisan, D Giordano… - Proceedings of the 18th …, 2020 - dl.acm.org
Mobile networks have become ubiquitous and the primary means to access the Internet, and
the traffic they generate has rapidly increased over the last years. The technology and …

HINDSIGHT: an R-based framework towards long short term memory (LSTM) optimization

K Kousias, M Riegler, Ö Alay, A Argyriou - Proceedings of the 9th ACM …, 2018 - dl.acm.org
Hyperparameter optimization is an important but often ignored part of successfully training
Neural Networks (NN) since it is time consuming and rather complex. In this paper, we …

Docker-based evaluation framework for video streaming qoe in broadband networks

C Midoglu, A Zabrovskiy, O Alay… - Proceedings of the 27th …, 2019 - dl.acm.org
Video streaming is one of the top traffic contributors in the Internet and a frequent research
subject. It is expected that streaming traffic will grow 4-fold for video globally and 9-fold for …

Enhancing Ground Truth for Digital Twins by Complete and Real-Time Upload of Vehicle Signals

L Görne, HC Reuss, R Sauerwald - 22. Internationales Stuttgarter …, 2022 - Springer
The constant market pressure in the automotive industry has led to significantly shorter
development cycles and enormous product diversification. This presents vehicle …

Smart data preprocessing method for remote vehicle diagnostics to increase data compression efficiency

L Görne, HC Reuss, A Krätschmer… - Automotive and Engine …, 2022 - Springer
The increasing number of functions in modern vehicle leads to an exponential increase in
software complexity. The validity and reliability of all components must be ensured, making …