Spatiotemporal traffic matrix synthesis

P Tune, M Roughan - Proceedings of the 2015 ACM Conference on …, 2015 - dl.acm.org
Traffic matrices describe the volume of traffic between a set of sources and destinations
within a network. These matrices are used in a variety of tasks in network planning and traffic …

Explicit bounds for entropy concentration under linear constraints

KN Oikonomou, PD Grünwald - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Consider the set of all sequences of n outcomes, each taking one of m values, whose
frequency vectors satisfy a set of linear constraints. If m is fixed while n increases, most …

Cold: Pop-level network topology synthesis

R Bowden, M Roughan, N Bean - … of the 10th ACM International on …, 2014 - dl.acm.org
Network topology synthesis seeks methods to generate large numbers of example network
topologies primarily for use in simulation. It is a topic that has received much attention over …

Controlled synthesis of traffic matrices

P Tune, M Roughan - IEEE/ACM Transactions on Networking, 2017 - ieeexplore.ieee.org
The traffic matrix (TM) is a chief input in many network design and planning applications. In
this paper, we propose a model, called the spherically additive noise model (SANM). In …

Generalized Entropy Concentration for Counts

KN Oikonomou - arXiv preprint arXiv:1611.00297, 2016 - arxiv.org
The phenomenon of entropy concentration provides strong support for the maximum entropy
method, MaxEnt, for inferring a probability vector from information in the form of constraints …

Hierarchical Traffic Matrices: Axiomatic Foundations to Practical Traffic Matrix Synthesis

P Tune, M Roughan, C Wiren - 2018 Asia-Pacific Signal and …, 2018 - ieeexplore.ieee.org
The traffic matrix of a network is useful in a variety of applications: network planning and
forecasting, traffic engineering and anomaly detection. Much work has focused on …

[引用][C] Link loss tomography and topology synthesis.

RA Bowden - 2015