Today's Internet is a massive, distributed network which continues to explode in size as e-
commerce and related activities grow. The heterogeneous and largely unregulated structure …

The modeling and analysis of computer communications networks give rise to a variety of
interesting statistical problems. This chapter focuses on network tomography, a term used to …

We study the problem of learning a latent tree graphical model where samples are available
only from a subset of variables. We propose two consistent and computationally efficient …

In network performance tomography, characteristics of the network interior, such as link loss
and packet latency, are inferred from correlated end-to-end measurements. Most work to …

Network measurement and monitoring have been key to understanding the inner workings
of computer networks and debugging the performance problems of distributed applications …

The statistical problem for network tomography is to infer the distribution of X, with mutually
independent components, from a measurement model Y= AX, where A is a given binary …

Inferring the routing topology and link performance from a node to a set of other nodes is an
important component in network monitoring and application design. In this paper, we …

This survey summarizes the state-of-the-art research on network coding, mainly focusing on
its applications to computer networking. Network coding generalizes traditional store-and …

This paper gives an overview of the existing co-simulation platforms for co-design of
networked control systems (NCSs). NCSs contain coupled control and communication …

Providers of high quality-of-service over telecommunication networks require accurate
methods for remote measurement of link-level performance. Recent research in network …