Optimizing cell-size in grid-based DDM
PADS '00 Proceedings of the fourteenth workshop on Parallel and distributed simulation
A Hybrid Approach to Data Distribution Management
DS-RT '00 Proceedings of the Fourth IEEE International Workshop on Distributed Simulation and Real-Time Applications
Data Distribution Management Migration from DoD 1.3 to IEEE 1516"
DS-RT '01 Proceedings of the Fifth IEEE International Workshop on Distributed Simulation and Real-Time Applications
A sort-based DDM matching algorithm for HLA
ACM Transactions on Modeling and Computer Simulation (TOMACS)
MGRID: a modifiable-grid region matching approach for DDM in the HLA RTI
SpringSim '09 Proceedings of the 2009 Spring Simulation Multiconference
An Approach for Parallel Interest Matching in Distributed Virtual Environments
DS-RT '09 Proceedings of the 2009 13th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications
A dynamic sort-based DDM matching algorithm for HLA applications
ACM Transactions on Modeling and Computer Simulation (TOMACS)
Implementation of data distribution management services in a service oriented HLA RTI
Winter Simulation Conference
A scalable data distribution management approach
Proceedings of the 2010 Summer Computer Simulation Conference
A Continuous Matching Algorithm for Interest Management in Distributed Virtual Environments
PADS '10 Proceedings of the 2010 IEEE Workshop on Principles of Advanced and Distributed Simulation
A Parallel Interest Matching Algorithm for Distributed-Memory Systems
DS-RT '11 Proceedings of the 2011 IEEE/ACM 15th International Symposium on Distributed Simulation and Real Time Applications
Moving-intersecting-information-based matching algorithm for dynamic DDM
SCSC '09 Proceedings of the 2009 Summer Computer Simulation Conference
Transparent optimistic synchronization in the high-level architecture via time-management conversion
ACM Transactions on Modeling and Computer Simulation (TOMACS)
A binary partition-based matching algorithm for data distribution management
Proceedings of the Winter Simulation Conference
An interest management scheme for mobile peer-to-peer systems
Proceedings of the Winter Simulation Conference
A fast parallel matching algorithm for continuous interest management
Proceedings of the Winter Simulation Conference
Interest management for distributed virtual environments: A survey
ACM Computing Surveys (CSUR)
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Simulation is a low cost and safe alternative to solve complex problems in various areas. To promote reuse and interoperability of simulation applications and link geographically dispersed simulation components, distributed simulation was introduced. The High Level Architecture (HLA) is the IEEE standard for distributed simulation. To optimize communication efficiency between simulation components, HLA defines a Data Distribution Management (DDM) service group for filtering out unnecessary data exchange. It relies on the computation of overlap between update and subscription regions, which is called matching. In this paper, we propose an efficient sort-based DDM matching algorithm for HLA applications with a large spatial environment. A theoretical analysis of our algorithm concludes that it should have good storage and computational scalability. The experimental results have verified the theoretical conclusions by showing that our algorithm has much less storage requirement than the original sort-based matching algorithm and generally has the best computational performance when compared with region-based and the original sort-based matching algorithms.