Mining the network value of customers
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Computer simulation: a new scientific approach to the study of language evolution
Simulating the evolution of language
Maximizing the spread of influence through a social network
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Propagation of trust and distrust
Proceedings of the 13th international conference on World Wide Web
Information diffusion through blogspace
Proceedings of the 13th international conference on World Wide Web
µsik " A Micro-Kernel for Parallel/Distributed Simulation Systems
Proceedings of the 19th Workshop on Principles of Advanced and Distributed Simulation
An Introduction to Sequential Dynamical Systems
An Introduction to Sequential Dynamical Systems
Proceedings of the 38th conference on Winter simulation
Complexity of reachability problems for finite discrete dynamical systems
Journal of Computer and System Sciences
Generative Social Science: Studies in Agent-Based Computational Modeling (Princeton Studies in Complexity)
A flexible, large-scale, distributed agent based epidemic model
Proceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come
Proceedings of the 2008 ACM/IEEE conference on Supercomputing
Discrete Applied Mathematics
Proceedings of the 23rd international conference on Supercomputing
Efficient Master/Worker Parallel Discrete Event Simulation
PADS '09 Proceedings of the 2009 ACM/IEEE/SCS 23rd Workshop on Principles of Advanced and Distributed Simulation
Models of Communication Dynamics for Simulation of Information Diffusion
ASONAM '09 Proceedings of the 2009 International Conference on Advances in Social Network Analysis and Mining
Complexity: A Guided Tour
Networks, Crowds, and Markets: Reasoning About a Highly Connected World
Networks, Crowds, and Markets: Reasoning About a Highly Connected World
Efficient simulation of agent-based models on multi-GPU and multi-core clusters
Proceedings of the 3rd International ICST Conference on Simulation Tools and Techniques
Agent-based simulation of the diffusion of warnings
SpringSim '10 Proceedings of the 2010 Spring Simulation Multiconference
Finding spread blockers in dynamic networks
SNAKDD'08 Proceedings of the Second international conference on Advances in social network mining and analysis
Finding critical nodes for inhibiting diffusion of complex contagions in social networks
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part II
Behavioral simulations in MapReduce
Proceedings of the VLDB Endowment
High-performance biocomputing for simulating the spread of contagion over large contact networks
ICCABS '11 Proceedings of the 2011 IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences
Winter Simulation Conference
A Distributed Platform for Global-Scale Agent-Based Models of Disease Transmission
ACM Transactions on Modeling and Computer Simulation (TOMACS)
IPDPS '11 Proceedings of the 2011 IEEE International Parallel & Distributed Processing Symposium
Influential nodes in a diffusion model for social networks
ICALP'05 Proceedings of the 32nd international conference on Automata, Languages and Programming
A general-purpose graph dynamical system modeling framework
Proceedings of the Winter Simulation Conference
On deciding between conservative and optimistic approaches on massively parallel platforms
Proceedings of the Winter Simulation Conference
Parallel simulation on supercomputers
Proceedings of the Winter Simulation Conference
A general-purpose graph dynamical system modeling framework
Proceedings of the Winter Simulation Conference
Communications of the ACM
Indemics: An interactive high-performance computing framework for data-intensive epidemic modeling
ACM Transactions on Modeling and Computer Simulation (TOMACS) - Special issue on simulation in complex service systems
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Modeling large-scale stochastic systems of heterogeneous individuals and their interactions, where multiple behaviors and contagions co-evolve with multiple interaction networks, requires high performance computing and agent-based simulations. We present graph dynamical systems as a formalism to reason about network dynamics and list phenomena from several application domains that have been modeled as graph dynamical systems to demonstrate its wide-ranging applicability. We describe and contrast three tools developed in our laboratory that use this formalism to model these systems. Beyond evaluating system dynamics, we are interested in understanding how to control contagion processes using resources both endogenous and exogenous to the system being investigated to support public policy decision-making. We address control methods, such as interventions, and provide illustrative simulation results.