Arithmetic issues in the calculation of the Singular Value Decomposition (SVD) are
discussed. Traditional algorithms using hardware division and square root are replaced with …

The automatic classification of applications and services is an invaluable feature for new
generation mobile networks. Here, we propose and validate algorithms to perform this task …

Traffic classification is important especially for managing and monitoring networks which
contain a wide variety of traffic, such as in the mobile network. Using only packet based …

Mobile traffic classification is critically important for the decision-making of network
management such as traffic sha** and traffic pricing. Labeled traffic data are the requisite …

The bandwidth of a mobile network is limited and exhausted very fast with the huge number
of mobile devices and applications. In order to manage and utilize the limited bandwidth …

Mobile app traffic classification aims to automatically map mobile packets into apps. It has
become an active task in mobile traffic engineering, and numerous algorithms have been …

The automatic classification of applications and services is an invaluable feature for new
generation mobile networks. Here, we propose and validate algorithms to perform this task …

This thesis collects the research works I pursued as Ph. D. candidate at the Universitat
Politecnica de Catalunya (UPC). Most of the work has been accomplished at the Mobile …

The automatic classification of applications and services is an invaluable feature for new
generation mobile networks. Here, we propose and validate algorithms to perform this task …

A huge amount of mobile traffic runs on Internet every day. The complex mobile traffic data
may degrade the network performance if they are not well managed. As the important …