A Performance Evaluation of the Conservative DEVS Protocol in Parallel Simulation of DEVS-Based Models

Shafagh Jafer, Gabriel Wainer

Research output: Contribution to conferencePresentation

Abstract

"We present the performance evaluation of the Conservative DEVS protocol. This conservative algorithm is based on the classical Chandy-Misra-Bryant (CMB) synchronization mechanism, and extends the DEVS abstract simulator by providing means for lookahead computation and null message distribution. The protocol is integrated into the CD++ simulation toolkit, providing a conservative simulator (named CCD++) for running large-scale DEVS and Cell-DEVS models in parallel and distributed fashion. Throughout the experiments, we analyze four types of metrics, the total execution time, the average blocked time per node, the average number of positive events executed on each node, and the average number of null messages per node. We show a study on three environmental Cell-DEVS models, which shows that CCD++ provides considerable speedups, showing its ability for simulating large and complex DEVS-based models."--From the paper.
Original languageAmerican English
StatePublished - Apr 2011
Externally publishedYes
EventTMS-DEVS'11: Proceedings of the Symposium on Theory of Modeling & Simulation, DEVS Integrative M&S Symposium - Boston, MA
Duration: Apr 1 2011 → …

Conference

ConferenceTMS-DEVS'11: Proceedings of the Symposium on Theory of Modeling & Simulation, DEVS Integrative M&S Symposium
Period4/1/11 → …

Keywords

  • Cell-DEVS models
  • DEVS model
  • dynamic lookahead

Disciplines

  • Electrical and Computer Engineering

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