Parallel proximity detection and the distribution list algorithm
PADS '94 Proceedings of the eighth workshop on Parallel and distributed simulation
Three-tiered interest management for large-scale virtual environments
VRST '98 Proceedings of the ACM symposium on Virtual reality software and technology
High Level Architecture for Simulation: An Update
DIS-RT '98 Proceedings of the Second International Workshop on Distributed Interactive Simulation and Real-Time Applications
An Agent-Based DDM Filtering Mechanism
MASCOTS '00 Proceedings of the 8th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems
VRAIS '95 Proceedings of the Virtual Reality Annual International Symposium (VRAIS'95)
Design of High Performance RTI Software
DS-RT '00 Proceedings of the Fourth IEEE International Workshop on Distributed Simulation and Real-Time Applications
Dynamic Grid-Based Multicast Group Assignment in Data Distribution Management
DS-RT '00 Proceedings of the Fourth IEEE International Workshop on Distributed Simulation and Real-Time Applications
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
Performance Comparison of Data Distribution Management Strategies
DS-RT '01 Proceedings of the Fifth IEEE International Workshop on Distributed Simulation and Real-Time Applications
ANSS '04 Proceedings of the 37th annual symposium on Simulation
ANSS '05 Proceedings of the 38th annual Symposium on Simulation
A Novel Approach to Real-Time RTI Based Distributed Simulation System
ANSS '05 Proceedings of the 38th annual Symposium on Simulation
Optimized Dynamic Grid-Based DDM Protocol for Large-Scale Distributed Simulation Systems
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 15 - Volume 16
DS-RT '05 Proceedings of the 9th IEEE International Symposium on Distributed Simulation and Real-Time Applications
An Adaptive Resource Allocation Scheme for Large-scale Distributed Simulation System
DS-RT '07 Proceedings of the 11th IEEE International Symposium on Distributed Simulation and Real-Time Applications
Efficient Load Balancing Schemes for Large-Scale Real-Time HLA/RTI Based Distributed Simulations
DS-RT '07 Proceedings of the 11th IEEE International Symposium on Distributed Simulation and Real-Time Applications
Performance analysis of an adaptive dynamic grid-based approach to data distribution management
Journal of Parallel and Distributed Computing
An Adaptive Dynamic Grid-Based approach to DDM for large-scale distributed simulation systems
Journal of Computer and System Sciences
MGRID: a modifiable-grid region matching approach for DDM in the HLA RTI
SpringSim '09 Proceedings of the 2009 Spring Simulation Multiconference
An adaptive dynamic grid-based approach to data distribution management
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
A scalable data distribution management approach
Proceedings of the 2010 Summer Computer Simulation Conference
An interest filtering mechanism based on loi
ICAT'06 Proceedings of the 16th international conference on Advances in Artificial Reality and Tele-Existence
Hierarchical interest management for distributed virtual environments
Proceedings of the 2013 ACM SIGSIM conference on Principles of advanced discrete simulation
Synchronised range queries in distributed simulations of multiagent systems
ACM Transactions on Modeling and Computer Simulation (TOMACS)
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 and is necessary to provide efficient, scalable mechanisms for distributing state updates and interaction information in large scale distributed simulations. In this paper, we focus on data distribution management mechanisms (also known as filtering) used for real time training simulations. We propose a new method of DDM, which we refer to as the dynamic grid-based approach. Our scheme is based on a combination of a fixed grid-based method, known for its scalability, and a region-based strategy, which provides greater accuracy 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. Our results clearly indicate that our scheme is scalable and that it reduces the message overhead by 40%, and the number of multicast groups used by 98% when compared to the fixed grid-based allocation scheme using 10 nodes, 1000 objects, and 20,000 grid cells.