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Dynamics of Real-world Networks

by Jurij Leskovec , 2007
"... In our recent work we found very interesting and unintuitive patterns for time evolving networks, which change some of the basic assumptions that were made in the past. The main objective of observing the evolution patterns is to develop models that explain processes which govern the network evoluti ..."
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evolution. Such models can then be fitted to real networks, and used to generate realistic graphs or give formal explanations about their properties. In addition, our work has a wide range of applications: we can spot anomalous graphs and outliers, design better graph sampling algorithms, forecast future

SIMULATION WITH REAL WORLD NETWORK STACKS

by M. E. Kuhl, N. M. Steiger, F. B. Armstrong, J. A. Joines, Sam Jansen, Anthony Mcgregor
"... Network simulation is used widely in network research to test new protocols, modifications to existing protocols and new ideas. The tool used in many cases is ns-2. The nature of the ns-2 protocols means that they are often based on theoretical models that might not behave in the same way as real ne ..."
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networks. This paper presents the Network Simulation Cradle which allows real world network stacks to be used in a wrapper that allows the stacks protocols to be used in the ns-2 network simulator. The network stacks from the open source operating systems Linux, FreeBSD and OpenBSD are included

Security Scheduling for Real-world Networks

by Manish Jain, Vincent Conitzer, Milind Tambe
"... Network based security games, where a defender strategically places security measures on the edges of a graph to protect against an adversary, who chooses a path through a graph is an important research problem with potential for real-world impact. For example, police forces face the problem of plac ..."
Abstract - Cited by 9 (4 self) - Add to MetaCart
Network based security games, where a defender strategically places security measures on the edges of a graph to protect against an adversary, who chooses a path through a graph is an important research problem with potential for real-world impact. For example, police forces face the problem

Security Scheduling for Real-world Networks

by unknown authors
"... Network based security games, where a defender strategically places security measures on the edges of a graph to protect against an ad-versary, who chooses a path through a graph is an important re-search problem with potential for real-world impact. For example, police forces face the problem of pl ..."
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Network based security games, where a defender strategically places security measures on the edges of a graph to protect against an ad-versary, who chooses a path through a graph is an important re-search problem with potential for real-world impact. For example, police forces face the problem

3. Fractality in Real-World Networks

by Hernán D. Rozenfeld, Lazaros K. Gallos, Chaoming Song, Hernán A. Makse, Properties Of Fractal , 808
"... ..."
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Abstract not found

Multiplicative Attribute Graph Model of Real-World Networks

by Myunghwan Kim, Jure Leskovec , 1009
"... Large scale real-world network data, such as social networks, Internet and Web graphs, are ubiquitous. The study of such social and information networks seeks to find patterns and explain their emergence through tractable models. In most networks, especially in social networks, nodes have a rich set ..."
Abstract - Cited by 46 (4 self) - Add to MetaCart
Large scale real-world network data, such as social networks, Internet and Web graphs, are ubiquitous. The study of such social and information networks seeks to find patterns and explain their emergence through tractable models. In most networks, especially in social networks, nodes have a rich

Estimating systematic risk in real-world networks

by Aron Laszka, Benjamin Johnson, Jens Grossklags, Mark Felegyhazi - In FC , 2014
"... Abstract. Social, technical and business connections can all give rise to security risks. These risks can be substantial when individual compro-mises occur in combinations, and difficult to predict when some connec-tions are not easily observed. A significant and relevant challenge is to predict the ..."
Abstract - Cited by 6 (4 self) - Add to MetaCart
these risks using only locally-derivable information. We illustrate by example that this challenge can be met if some general topological features of the connection network are known. By simulat-ing an attack propagation on two large real-world networks, we identify structural regularities in the resulting

Applications of Temporal Graph Metrics to Real-World Networks

by John Tang, Ilias Leontiadis, Salvatore Scellato, Vincenzo Nicosia, Mirco Musolesi, Vito Latora
"... Abstract Real world networks exhibit rich temporal information: friends are added and removed over time in online social networks; the seasons dictate the predator-prey relationship in food webs; and the propagation of a virus depends on the net-work of human contacts throughout the day. Recent stud ..."
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Abstract Real world networks exhibit rich temporal information: friends are added and removed over time in online social networks; the seasons dictate the predator-prey relationship in food webs; and the propagation of a virus depends on the net-work of human contacts throughout the day. Recent

Diameter and Rumour Spreading in Real-World Network Models

by Abbas Mehrabian , 2015
"... The so-called ‘small-world phenomenon’, observed in many real-world networks, is that there is a short path between any two nodes of a network, whose length is much smaller that the network’s size, typically growing as a logarithmic function. Several mathematical models have been defined for socia ..."
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The so-called ‘small-world phenomenon’, observed in many real-world networks, is that there is a short path between any two nodes of a network, whose length is much smaller that the network’s size, typically growing as a logarithmic function. Several mathematical models have been defined

Distributed uniform sampling in real-world networks

by Asad Awan, Ronaldo A. Ferreira, Suresh Jagannathan, Ananth Grama - In Purdue University, CSD , 2004
"... Uniform sampling in networks is at the core of a wide variety of randomized algorithms. Random sampling can be performed by modeling the system as a graph with associated transition probabilities and defining a corresponding Markov chain (MC). A random walk of prescribed minimum length, performed on ..."
Abstract - Cited by 4 (0 self) - Add to MetaCart
on this graph, yields a stationary distribution, and the corresponding random sample. This sample, however, is not uniform when network nodes have a nonuniform degree distribution. This poses a significant practical challenge since typical large scale, real-world, unstructured networks tend to have non
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