In recent years the increasing availability of computer power and informatics tools has
enabled the gathering of reliable data quantifying the complexity of socio-technical systems …

The combination of the compactness of networks, featuring small diameters, and their
complex architectures results in a variety of critical effects dramatically different from those in …

Traffic prediction of wireless networks attracted many researchers and practitioners during
the past decades. However, wireless traffic frequently exhibits strong nonlinearities and …

Accurate and real-time prediction of network traffic can not only help system operators
allocate resources rationally according to their actual business needs but also help them …

Due to the sheer number of applications that uses computer networks, in which some are
crucial to users and enterprises, network management is essential. Therefore, integrity and …

Mathematical models of networks and queuing systems (QS) are widely used for study and
optimization of various technical, physical, economic, industrial, administrative, medical …

Recent work on face identification using continuous density Hidden Markov Models (HMMs)
has shown that stochastic modelling can be used successfully to encode feature information …

Despite the apparent randomness of the Internet, we discover some surprisingly simple
power-laws of the Internet topology. These power-laws hold for three snapshots of the …

One of the greatest challenges faced by designers of digital systems is optimizing the
communication and interconnection between system components. Interconnection networks …

Within the past few years, organizations in diverse industries have adopted MapReduce-
based systems for large-scale data processing. Along with these new users, important new …