A survey on internet performance measurement platforms and related standardization efforts

V Bajpai, J Schönwälder - IEEE Communications Surveys & …, 2015 - ieeexplore.ieee.org
A number of Internet measurement platforms have emerged in the last few years. These
platforms have deployed thousands of probes at strategic locations within access and …

A comprehensive survey on internet outages

G Aceto, A Botta, P Marchetta, V Persico… - Journal of Network and …, 2018 - Elsevier
Internet outages are inevitable, frequent, opaque, and expensive. To make things worse,
they are poorly understood, while a deep understanding of them is essential for …

Popularity versus similarity in growing networks

F Papadopoulos, M Kitsak, MÁ Serrano, M Boguná… - Nature, 2012 - nature.com
The principle that 'popularity is attractive'underlies preferential attachment, which is a
common explanation for the emergence of scaling in growing networks. If new connections …

Machine learning meets complex networks via coalescent embedding in the hyperbolic space

A Muscoloni, JM Thomas, S Ciucci, G Bianconi… - Nature …, 2017 - nature.com
Physicists recently observed that realistic complex networks emerge as discrete samples
from a continuous hyperbolic geometry enclosed in a circle: the radius represents the node …

Sustaining the internet with hyperbolic mapping

M Boguná, F Papadopoulos, D Krioukov - Nature communications, 2010 - nature.com
The Internet infrastructure is severely stressed. Rapidly growing overheads associated with
the primary function of the Internet—routing information packets between any two computers …

Clusters in the expanse: Understanding and unbiasing IPv6 hitlists

O Gasser, Q Scheitle, P Foremski, Q Lone… - Proceedings of the …, 2018 - dl.acm.org
Network measurements are an important tool in understanding the Internet. Due to the
expanse of the IPv6 address space, exhaustive scans as in IPv4 are not possible for IPv6. In …

Network mapping by replaying hyperbolic growth

F Papadopoulos, C Psomas… - IEEE/ACM Transactions …, 2014 - ieeexplore.ieee.org
Recent years have shown a promising progress in understanding geometric underpinnings
behind the structure, function, and dynamics of many complex networks in nature and …

Network cosmology

D Krioukov, M Kitsak, RS Sinkovits, D Rideout… - Scientific reports, 2012 - nature.com
Prediction and control of the dynamics of complex networks is a central problem in network
science. Structural and dynamical similarities of different real networks suggest that some …

Multiscale unfolding of real networks by geometric renormalization

G García-Pérez, M Boguñá, MÁ Serrano - Nature Physics, 2018 - nature.com
Symmetries in physical theories denote invariance under some transformation, such as self-
similarity under a change of scale. The renormalization group provides a powerful …

Fundamental dynamics of popularity-similarity trajectories in real networks

ES Papaefthymiou, C Iordanou, F Papadopoulos - Physical Review Letters, 2024 - APS
Real networks are complex dynamical systems, evolving over time with the addition and
deletion of nodes and links. Currently, there exists no principled mathematical theory for …