Self-organization as applied to cellular networks is usually referred to Selforganizing
Networks (SONs), and it is a key driver for improving Operations, Administration, and …

Internet speed tests assess end-to-end network performance by measuring throughput for
10's of MB of TCP uploads and downloads. While such tests provide valuable insights into …

Monitoring the network performance experienced by the end user is crucial for managers of
wireless networks as it can enable them to remotely modify the network parameters to …

Predicting the throughput of WLAN deployments is a classic problem that occurs in the
design of robust and high performance WLAN systems. However, due to the increasingly …

In recent years, Downlink (DL) throughput estimation in Mobile Broadband (MBB) networks
has gained immense popularity and it is expected to become a vital component of the …

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 …

QoS forecasting for cellular vehicular communications allows cooperative, connected and
automated mobility applications to tailor their behavior to the expected communication …

Significant reductions in test application times can be achieved through parallelizing core
tests; however, simultaneous test of various cores may result in exceeding power thresholds …

This paper addresses the problem of learning a regression model for the prediction of data
traffic in a cellular network. We proposed a cooperative learning strategy that involves two …

This paper aims to find patterns of knowledge from physical layer data coming from
Heterogeneous Long Term Evolution (LTE) networks. We discuss how the collected data is …