Using quad trees for parallelizing conflict detection in a sequential simulation
Proceedings of the fifteenth workshop on Parallel and distributed 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
A sort-based DDM matching algorithm for HLA
ACM Transactions on Modeling and Computer Simulation (TOMACS)
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
Future Generation Computer Systems - Systems performance analysis and evaluation
An Efficient Sort-Based DDM Matching Algorithm for HLA Applications with a Large Spatial Environment
Proceedings of the 21st International Workshop on Principles of Advanced and Distributed Simulation
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
Quadtree-based approach to data distribution management for distributed simulations
Proceedings of the 2008 Spring simulation multiconference
MGRID: a modifiable-grid region matching approach for DDM in the HLA RTI
SpringSim '09 Proceedings of the 2009 Spring Simulation Multiconference
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
An interest filtering mechanism based on loi
ICAT'06 Proceedings of the 16th international conference on Advances in Artificial Reality and Tele-Existence
A fuzzy dead reckoning algorithm for distributed interactive applications
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
High performance modeling for distributed simulation
AIS'04 Proceedings of the 13th international conference on AI, Simulation, and Planning in High Autonomy Systems
Space missile simulation on distributed system
AsiaSim'04 Proceedings of the Third Asian simulation conference on Systems Modeling and Simulation: theory and 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
Hierarchical interest management for distributed virtual environments
Proceedings of the 2013 ACM SIGSIM conference on Principles of advanced discrete simulation
Optimizing Pairwise Box Intersection Checking on GPUs for Large-Scale Simulations
ACM Transactions on Modeling and Computer Simulation (TOMACS)
Interest management for distributed virtual environments: A survey
ACM Computing Surveys (CSUR)
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One of the services provided by the High Level Architecture (HLA) Run-time Infrastructure (RTI) is data distribution management (DDM), which aims to make data communication more efficient by sending data to only those federates requiring the data. Several DDM methods, notably region and grid-based, have been proposed and some of them have been implemented in RTI. This paper first briefly discusses grid-based and region-based DDM and their advantages and disadvantages, and then a new hybrid approach is proposed. Our simulations show that in some situations, the hybrid approach can reduce both the number of irrelevant messages of the grid-based DDM and the number of matching of the region-based approach.