Four degrees of separation

L Backstrom, P Boldi, M Rosa, J Ugander… - Proceedings of the 4th …, 2012 - dl.acm.org
Frigyes Karinthy, in his 1929 short story" Láncszemek"(in English," Chains") suggested that
any two persons are distanced by at most six friendship links. 1 Stanley Milgram in his …

NetworKit: A tool suite for large-scale complex network analysis

CL Staudt, A Sazonovs, H Meyerhenke - Network Science, 2016 - cambridge.org
We introduce NetworKit, an open-source software package for analyzing the structure of
large complex networks. Appropriate algorithmic solutions are required to handle …

Near-optimal massively parallel graph connectivity

S Behnezhad, L Dhulipala, H Esfandiari… - 2019 IEEE 60th …, 2019 - ieeexplore.ieee.org
Identifying the connected components of a graph, apart from being a fundamental problem
with countless applications, is a key primitive for many other algorithms. In this paper, we …

Design of sinkhole node detection mechanism for hierarchical wireless sensor networks

M Wazid, AK Das, S Kumari… - Security and …, 2016 - Wiley Online Library
Wireless sensor networks (WSNs) have several applications ranging from the civilian to
military applications. WSNs are prone to various hole attacks, such as sinkhole, wormhole …

Into the square: On the complexity of some quadratic-time solvable problems

M Borassi, P Crescenzi, M Habib - Electronic Notes in Theoretical …, 2016 - Elsevier
We analyze several quadratic-time solvable problems, and we show that these problems are
not solvable in truly subquadratic time (that is, in time O (n 2− ϵ) for some ϵ> 0), unless the …

[PDF][PDF] Networkit: An interactive tool suite for high-performance network analysis

C Staudt, A Sazonovs, H Meyerhenke - CoRR, abs/1403.3005, 2014 - parco.iti.kit.edu
We introduce NetworKit, an open-source software package for high-performance analysis of
large complex networks. Complex networks are equally attractive and challenging targets for …

Computing the eccentricity distribution of large graphs

FW Takes, WA Kosters - Algorithms, 2013 - mdpi.com
The eccentricity of a node in a graph is defined as the length of a longest shortest path
starting at that node. The eccentricity distribution over all nodes is a relevant descriptive …

On the external validity of average-case analyses of graph algorithms

T Bläsius, P Fischbeck - ACM Transactions on Algorithms, 2024 - dl.acm.org
The number one criticism of average-case analysis is that we do not actually know the
probability distribution of real-world inputs. Thus, analyzing an algorithm on some random …

[HTML][HTML] Fast diameter and radius BFS-based computation in (weakly connected) real-world graphs: With an application to the six degrees of separation games

M Borassi, P Crescenzi, M Habib, WA Kosters… - Theoretical Computer …, 2015 - Elsevier
In this paper, we propose a new algorithm that computes the radius and the diameter of a
weakly connected digraph G=(V, E), by finding bounds through heuristics and improving …

On analyzing and evaluating privacy measures for social networks under active attack

B DasGupta, N Mobasheri, IG Yero - Information Sciences, 2019 - Elsevier
Widespread usage of complex interconnected social networks such as Facebook, Twitter
and LinkedInin modern internet era has also unfortunately opened the door for privacy …