Propagation Phenomena in Real World Networks

Propagation, which looks at spreading in complex networks, can be seen from many viewpoints; it is undesirable, or desirable, controllable, the mechanisms generating that propagation can be the topic of interest, but in the end all depends on the setting. This book covers leading research on a wide spectrum of propagation phenomenon and the techniques currently used in its modelling, prediction, analysis and control. Fourteen papers range over topics including epidemic models, models for trust inference, coverage strategies for networks, vehicle flow propagation, bio-inspired routing algorithms, P2P botnet attacks and defences, fault propagation in gene-cellular networks, malware propagation for mobile networks, information propagation in crisis situations, financial contagion in interbank networks, and finally how to maximize the spread of influence in social networks. The compendium will be of interest to researchers, those working in social networking, communications and finance and is aimed at providing a base point for further studies on current research. Above all, by bringing together research from such diverse fields, the book seeks to cross-pollinate ideas, and give the reader a glimpse of the breath of current research.

Encapsulates percolation, spreading and diffusion on complex networks in one volume Includes several tips on building reliable systems to utilize/minimize propagation Presents fundamentals of propagation measures, principles, power and limitations Leverages an understanding of tipping point dynamics in epidemics and outcome prediction among competing viruses/products for the development of efficient, effective algorithms for immunization Covers both methodological and technological issues about the utilization of propagation phenomena Includes supplementary material: sn.pub/extras

Inhalt

Epidemic Models: their Spread, Analysis and Invasions in Scale-Free Networks.- Information Propagation in a Social Network: The Case of a Fish Schooling Algorithm.- Models for Trust Inference in Social Networks.-Assessing the role of network effects in propagation phenomena in real world networks.- Resource Constrained Randomized Coverage Strategies for Unstructured Networks.- Petri Net-Based Modelling and Simulation of Transport Network Segments.- Bio-inspired Routing Strategies for Wireless Sensor Networks.- Analysis of Peer-to-Peer Botnet Attacks and Defenses.- Generating Robust and Efficient Networks Under Targeted Attacks.- Cancer - a Story on Fault Propagation in Gene-Cellular Networks.- Propagation Models and Analysis for Mobile Phone Data Analytics.- Information Propagation in Social Networks during Crises: A structural Framework.- Simulations of Financial Contagion in Interbank Networks: Some Methodological Issues.- Maximizing Social Influence in Real-World Networks - the State of the Art and Current Challenges.