Parallel proximity detection and the distribution list algorithm
PADS '94 Proceedings of the eighth workshop on Parallel and distributed simulation
Synchronized data distribution management in distributed simulations
PADS '98 Proceedings of the twelfth workshop on Parallel and distributed simulation
Parallel and Distribution Simulation Systems
Parallel and Distribution Simulation Systems
Dynamic grid-based approach to data distribution management
Journal of Parallel and Distributed Computing - Parallel and Distributed Discrete Event Simulation--An Emerging 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
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
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
Aggregation/Disaggregation in HLA Multi-Resolution Distributed Simulation
DS-RT '01 Proceedings of the Fifth IEEE International Workshop on Distributed Simulation and Real-Time Applications
Multiuser 3D virtual simulation environments support in the Gnutella peer-to-peer network
Journal of Parallel and Distributed Computing - Special issue: Design and performance of networks for super-, cluster-, and grid-computing: Part II
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
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
Perception-based filtering for MMOGs
International Journal of Computer Games Technology - Joint International Conference on Cyber Games and Interactive Entertainment 2006
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 management scheme for mobile peer-to-peer systems
Proceedings of the Winter Simulation Conference
Optimizing Pairwise Box Intersection Checking on GPUs for Large-Scale Simulations
ACM Transactions on Modeling and Computer Simulation (TOMACS)
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In a large-scale distributed simulation, participating federates receive and send messages to share state data and update subscription and publication regions. The focus of Data DistributionManagement (DDM), a High Level Architecture (HLA) Run-Time Infrastructure (RTI) service, is limiting and controlling the volume of data, regarding simulated entities, exchanged between participating hosts. One of the key factors in many large-scale distributed simulations is the ability to see or be seen by other participants in the simulation. Several DDM methods have been introduced, but time performance, message volume and resource usage continue to be the factors in the practical application of these methods. In an effort to offer a more efficient and more scalable solution to DDM, we propose an algorithm which we refer to as Grid-Filtered Region-Based DDM, that utilizes a grid overlay on the virtual space, determines the percentage of grid covered by the subscription or publication region and further filters, based on a percentage threshold, using a matching technique, like that of the Region-Based DDM scheme. We present the implementation details of our scheme and report on our set of experiments we have carried out to evaluate its performance.