ACM Transactions on Programming Languages and Systems (TOPLAS)
WITNESS simulation software: a flexible suite of simulation tools
Proceedings of the 29th conference on Winter simulation
Parallel simulation for aviation applications
Proceedings of the 30th conference on Winter simulation
Internet-based simulation using off-the-shelf simulation tools and HLA
Proceedings of the 30th conference on Winter simulation
Networked simulation with HLA and MODSIM III
Proceedings of the 31st conference on Winter simulation: Simulation---a bridge to the future - Volume 2
An approach for federating parallel simulators
PADS '00 Proceedings of the fourteenth workshop on Parallel and distributed simulation
Practical parallel simulation applied to aviation modeling
Proceedings of the fifteenth workshop on Parallel and distributed simulation
A Generic Rollback Manager for Optimistic HLA Simulations
DS-RT '00 Proceedings of the Fourth IEEE International Workshop on Distributed Simulation and Real-Time Applications
HLA-Based Simulation within an Interactive Engineering Environment
DS-RT '00 Proceedings of the Fourth IEEE International Workshop on Distributed Simulation and Real-Time Applications
Proceedings of the 34th conference on Winter simulation: exploring new frontiers
Proceedings of the 35th conference on Winter simulation: driving innovation
WSC '05 Proceedings of the 37th conference on Winter simulation
Proceedings of the 38th conference on Winter simulation
Transparent optimistic synchronization in the high-level architecture via time-management conversion
ACM Transactions on Modeling and Computer Simulation (TOMACS)
Proceedings of the Winter Simulation Conference
Accelerating optimistic HLA-based simulations in virtual execution environments
Proceedings of the 2013 ACM SIGSIM conference on Principles of advanced discrete simulation
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With the wide use of commercial off-the-shelf (COTS) simulation packages and the advent of the High Level Architecture (HLA) standard, it is desirable to build distributed simulations by linking various types of simulation models developed using best-fit COTS packages. While almost all current work on integrating COTS packages and the HLA is based on conservative synchronization, it is worthwhile to investigate the optimistic synchronization approach. The optimistic approach can exploit parallelism and achieve promising performance in situations where causality errors may occur but in fact seldom occur. The authors introduce a rollback controller using a middleware approach to handle the complex rollback procedure on behalf of the simulation model. A new time advance algorithm is proposed that can fully use the benefits of optimistic synchronization. The article also describes a scalability study showing the experimental results for the two synchronization approaches as the number of simulation components increases.