Title :
Dynamic grid-based multicast group assignment in data distribution management
Author :
Boukerche, Azzedine ; Roy, Amber ; Thomas, Neville
Author_Institution :
Dept. of Comput. Sci., North Texas Univ., Denton, TX, USA
Abstract :
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. 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
Keywords :
computer based training; digital simulation; distributed processing; multicast communication; performance evaluation; real-time systems; DoD; High Level Architecture; RTI-Kit framework; data distribution management; distributed simulation; dynamic grid-based multicast group assignment; experiments; fixed grid-based method; low overhead; message overhead; multicast group allocation; performance results; real time training simulations; sender-based strategy; Computational modeling; Computer architecture; Computer science; Computer simulation; Discrete event simulation; Distributed decision making; Filtering; Large-scale systems; Management training; Multicast algorithms;
Conference_Titel :
Distributed Simulation and Real-Time Applications, 2000. (DS-RT 2000). Proceedings. Fourth IEEE International Workshop on
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7695-0837-5
DOI :
10.1109/DISRTA.2000.874063