2ps: High-quality edge partitioning with two-phase streaming

R Mayer, K Orujzade, HA Jacobsen - arXiv preprint arXiv:2001.07086, 2020 - arxiv.org
Graph partitioning is an important preprocessing step to distributed graph processing. In
edge partitioning, the edge set of a given graph is split into $ k $ equally-sized partitions …

A geometric preferential attachment model of networks

AD Flaxman, AM Frieze, J Vera - Algorithms and Models for the Web …, 2004 - Springer
We study a random graph G n that combines certain aspects of geometric random graphs
and preferential attachment graphs. The vertices of G n are n sequentially generated points …

Unsupervised approach for object matching using speeded up robust features

AH Vardhan, NK Verma, RK Sevakula… - 2015 IEEE Applied …, 2015 - ieeexplore.ieee.org
Autonomous object counting system is of great use in retail stores, industries and also in
research processes. In this paper, a Speeded Up Robust Feature (SURF) based robust …

Universality for distances in power-law random graphs

R van der Hofstad, G Hooghiemstra - Journal of Mathematical Physics, 2008 - pubs.aip.org
We survey the recent work on phase transition and distances in various random graph
models with general degree sequences. We focus on inhomogeneous random graphs, the …

[PDF][PDF] On generating graphs with prescribed vertex degrees for complex network modeling

M Mihail, NK Vishnoi - Position Paper, Approx. and Randomized …, 2002 - academia.edu
Graph models for real-world complex networks such as the Internet, the WWW and
biological networks are necessary for simulation-based studies of a variety of problems …

Synchronization in random networks with given expected degree sequences

P Checco, M Biey, L Kocarev - Chaos, Solitons & Fractals, 2008 - Elsevier
Synchronization in random networks with given expected degree sequences is studied. We
also investigate in details the synchronization in networks whose topology is described by …

[PDF][PDF] Isomorphism and embedding problems for infinite limits of scale-free graphs.

RD Kleinberg, JM Kleinberg - SODA, 2005 - cs.cornell.edu
The study of random graphs has traditionally been dominated by the closely-related models
G (n, m), in which a graph is sampled from the uniform distribution on graphs with n vertices …

Efficient network generation under general preferential attachment

J Atwood, B Ribeiro, D Towsley - … of the 23rd International Conference on …, 2014 - dl.acm.org
Preferential attachment (PA) models of network structure are widely used due to their
explanatory power and conceptual simplicity. PA models are able to account for the scale …

Modelling of weighted evolving networks with community structures

C Li, G Chen - Physica A: Statistical Mechanics and its Applications, 2006 - Elsevier
Many social and biological networks consist of communities–groups of nodes within which
links are dense but among which links are sparse. It turns out that most of these networks …

Preferential deletion in dynamic models of web-like networks

N Deo, A Cami - Information processing letters, 2007 - Elsevier
In this paper a discrete-time dynamic random graph process is studied that interleaves the
birth of nodes and edges with the death of nodes. In this model, at each time step either a …