JOURNAL ARTICLE

Parallel and distributed simulation of parallel DEVS models

Abstract

Distributed simulation can speed up the execution of models significantly. We introduce a new simulation algorithm and present partitioning and load balancing techniques that are tailored to the efficient distributed execution of PDEVS. We base our elaborations on the idea of minimizing interprocessor communication, since this is a major bottleneck in distributed PDEVS simulation. Additionally, experimental results are provided which compare the performance of this new approach to alternative algorithms.

Keywords:
Bottleneck Computer science Parallel computing Distributed computing DEVS Execution time Load balancing (electrical power) Discrete event simulation Distributed algorithm Distributed element model Modeling and simulation Simulation Embedded system

Metrics

19
Cited By
3.26
FWCI (Field Weighted Citation Impact)
13
Refs
0.95
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Simulation Techniques and Applications
Social Sciences →  Decision Sciences →  Management Science and Operations Research
Distributed and Parallel Computing Systems
Physical Sciences →  Computer Science →  Computer Networks and Communications
Business Process Modeling and Analysis
Social Sciences →  Business, Management and Accounting →  Management Information Systems
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