Parallel execution for serial simulators
ACM Transactions on Modeling and Computer Simulation (TOMACS)
Time management in the DoD high level architecture
PADS '96 Proceedings of the tenth workshop on Parallel and distributed simulation
The telecom framework: a simulation environment for telecommunications
WSC '93 Proceedings of the 25th conference on Winter simulation
TED—a language for modeling telecommunication networks
ACM SIGMETRICS Performance Evaluation Review - Special issue on the telecommunications description language
Conservative simulation of load-balanced routing in a large ATM network model
PADS '98 Proceedings of the twelfth workshop on Parallel and distributed simulation
GloMoSim: a library for parallel simulation of large-scale wireless networks
PADS '98 Proceedings of the twelfth workshop on Parallel and distributed simulation
Nops: a conservative parallel simulation engine for TeD
PADS '98 Proceedings of the twelfth workshop on Parallel and distributed simulation
Creating computer simulation systems: an introduction to the high level architecture
Creating computer simulation systems: an introduction to the high level architecture
Proceedings of the sixteenth workshop on Parallel and distributed simulation
Experiences parallelizing a commercial network simulator
Proceedings of the 33nd conference on Winter simulation
Computing in Science and Engineering
Implementing Distributed Synthetic Forces Simulations in Metacomputing Environments
HCW '98 Proceedings of the Seventh Heterogeneous Computing Workshop
Self-Federating an Aviation Simulation Using HLA: Is it Feasible
DS-RT '01 Proceedings of the Fifth IEEE International Workshop on Distributed Simulation and Real-Time Applications
Distributed Network Simulations Using the Dynamic Simulation Backplane
ICDCS '01 Proceedings of the The 21st International Conference on Distributed Computing Systems
Performance of a mixed shared/distributed memory parallel network simulator
Proceedings of the eighteenth workshop on Parallel and distributed simulation
Conservative synchronization of large-scale network simulations
Proceedings of the eighteenth workshop on Parallel and distributed simulation
Parallel simulation: distributed simulation systems
Proceedings of the 35th conference on Winter simulation: driving innovation
µsik " A Micro-Kernel for Parallel/Distributed Simulation Systems
Proceedings of the 19th Workshop on Principles of Advanced and Distributed Simulation
Performance Benchmark of a Parallel and Distributed Network Simulator
Proceedings of the 19th Workshop on Principles of Advanced and Distributed Simulation
WNS2 '06 Proceeding from the 2006 workshop on ns-2: the IP network simulator
A society of simulation approach to dynamic integration of simulations
Proceedings of the 38th conference on Winter simulation
An evaluation of the network simulators in large-scale distributed simulations
Proceedings of the first international workshop on High performance computing, networking and analytics for the power grid
HLA-Based Parallel Simulation: A Case Study
PADS '12 Proceedings of the 2012 ACM/IEEE/SCS 26th Workshop on Principles of Advanced and Distributed Simulation
Deriving Feasible Deployment Alternatives for Parallel and Distributed Simulation Systems
ACM Transactions on Modeling and Computer Simulation (TOMACS)
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Federated simulation interfaces such as the High LevelArchitecture (HLA) were designed for interoperability,and as such are not traditionally associated with highperformancecomputing. In this paper, we present resultsof a case study examining the use of federated simulationsusing runtime infrastructure (RTI) software to realizelarge-scale parallel network simulators. We examine theperformance of two different federated networksimulators, and describe RTI performance optimizationsthat were used to achieve efficient execution. We showthat RTI-based parallel simulations can scale extremelywell and achieve very high speedup. Our experimentsyielded more than 80-fold scaled speedup in simulatinglarge TCP/IP networks, demonstrating performance of upto 6 million simulated packet transmissions per second ona Linux cluster. Networks containing up to two millionnetwork nodes (routers and end systems) were simulated.