Parallel discrete event simulation
Communications of the ACM - Special issue on simulation
Growing artificial societies: social science from the bottom up
Growing artificial societies: social science from the bottom up
Dynamic load balancing in parallel discrete event simulation for spatially explicit problems
PADS '98 Proceedings of the twelfth workshop on Parallel and distributed simulation
Efficient Execution of Time Warp Programs on Heterogeneous, NOW Platforms
IEEE Transactions on Parallel and Distributed Systems
High Performance Java Platform Computing
High Performance Java Platform Computing
Toward a Containment Strategy for Smallpox Bioterror: An Individual-Based Computational Approach
Toward a Containment Strategy for Smallpox Bioterror: An Individual-Based Computational Approach
Java(TM) Language Specification, The (3rd Edition) (Java (Addison-Wesley))
Java(TM) Language Specification, The (3rd Edition) (Java (Addison-Wesley))
Parallel and distributed simulation: traditional techniques and recent advances
Proceedings of the 38th conference on Winter simulation
A Flexible Dynamic Partitioning Algorithm for Optimistic Distributed Simulation
Proceedings of the 21st International Workshop on Principles of Advanced and Distributed Simulation
Data Structures and Algorithms in Java
Data Structures and Algorithms in Java
Monte Carlo Statistical Methods
Monte Carlo Statistical Methods
Using influenza-like illness data to reconstruct an influenza outbreak
Mathematical and Computer Modelling: An International Journal
Modeling the spread of community-associated MRSA
Proceedings of the Winter Simulation Conference
Interaction-based HPC modeling of social, biological, and economic contagions over large networks
Proceedings of the Winter Simulation Conference
Hybrid scheduling for event-driven simulation over heterogeneous computers
Proceedings of the 2013 ACM SIGSIM conference on Principles of advanced discrete simulation
A framework for detecting public health trends with Twitter
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
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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The Global-Scale Agent Model (GSAM) is presented. The GSAM is a high-performance distributed platform for agent-based epidemic modeling capable of simulating a disease outbreak in a population of several billion agents. It is unprecedented in its scale, its speed, and its use of Java. Solutions to multiple challenges inherent in distributing massive agent-based models are presented. Communication, synchronization, and memory usage are among the topics covered in detail. The memory usage discussion is Java specific. However, the communication and synchronization discussions apply broadly. We provide benchmarks illustrating the GSAM’s speed and scalability.