An agent-based DDM for high level architecture
Proceedings of the fifteenth workshop on Parallel and distributed simulation
Using quad trees for parallelizing conflict detection in a sequential simulation
Proceedings of the fifteenth workshop on Parallel and distributed simulation
Parallel simulation: parallel and distributed simulation systems
Proceedings of the 33nd conference on Winter simulation
Space-based communication data management in scalable distributed simulation
Journal of Parallel and Distributed Computing - Parallel and Distributed Discrete Event Simulation--An Emerging Technology
Dynamic grid-based approach to data distribution management
Journal of Parallel and Distributed Computing - Parallel and Distributed Discrete Event Simulation--An Emerging Technology
Parallel and distributed simulation
Applied system simulation
Proceedings of the 34th conference on Winter simulation: exploring new frontiers
ANSS '05 Proceedings of the 38th annual Symposium on Simulation
Future Generation Computer Systems - Systems performance analysis and evaluation
Proximity detection in distributed simulation of wireless mobile systems
Proceedings of the 9th ACM international symposium on Modeling analysis and simulation of wireless and mobile systems
Adaptive Support of Range Queries via Push-Pull Algorithms
Proceedings of the 21st International Workshop on Principles of Advanced and Distributed Simulation
An Evaluation of Push-Pull Algorithms in Support of Cell-Based Interest Management
DS-RT '07 Proceedings of the 11th IEEE International Symposium on Distributed Simulation and Real-Time Applications
Quadtree-based approach to data distribution management for distributed simulations
Proceedings of the 2008 Spring simulation multiconference
Data access in distributed simulations of multi-agent systems
Journal of Systems and Software
Load Skew in Cell-Based Interest Management Systems
DS-RT '08 Proceedings of the 2008 12th IEEE/ACM International Symposium on Distributed Simulation and Real-Time Applications
MGRID: a modifiable-grid region matching approach for DDM in the HLA RTI
SpringSim '09 Proceedings of the 2009 Spring Simulation Multiconference
Networked Graphics: Building Networked Games and Virtual Environments
Networked Graphics: Building Networked Games and Virtual Environments
A scalable data distribution management approach
Proceedings of the 2010 Summer Computer Simulation Conference
Data distribution management modeling and implementation on computational grid
GCC'05 Proceedings of the 4th international conference on Grid and Cooperative Computing
High performance modeling for distributed simulation
AIS'04 Proceedings of the 13th international conference on AI, Simulation, and Planning in High Autonomy Systems
A binary partition-based matching algorithm for data distribution management
Proceedings of the Winter Simulation Conference
Interest management for distributed virtual environments: A survey
ACM Computing Surveys (CSUR)
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Data Distribution Management (DDM) is one of the services defined by the DoD High Level Architecture. DDM is necessary to provide efficient, scalable mechanisms for distributing state updates and interaction information in large scale distributed simulations. In this paper, we describe data distribution management mechanisms (also known as filtering) used for real time training simulations. We propose a new DDM approach to multicast group allocation, which we refer to as a Dynamic Grid-Based Allocation. Our scheme is based on a combination of a Fixed Grid-Based method, known for its low overhead and ease of implementation, and a Sender-Based strategy, which uses fewer multicast groups than the Fixed Grid-Based method. We describe our DDM algorithm, its implementation, and report on the performance results that we have obtained using the RTI-Kit framework. These results include the outcome of experiments comparing our approach to the Fixed Grid-Based method, and they show that our scheme is scalable and significantly reduces the message overhead of previous Grid-Based allocation schemes.