Performance modeling of 2D cellular automata on FPGA

FPGA-based computation engines have been used as cellular automata (CA) accelerators within the scientific community for some time now. In this paper, we present a methodology to predict the performance of running such applications on a specific FPGA hardware technology before engineering the design...

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Bibliographic Details
Main Authors: Murtaza, S., Hoekstra, Alfons G., Sloot, Peter M. A.
Other Authors: School of Computer Engineering
Format: Conference or Workshop Item
Language:English
Published: 2013
Online Access:https://hdl.handle.net/10356/96059
http://hdl.handle.net/10220/10130
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Institution: Nanyang Technological University
Language: English
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Summary:FPGA-based computation engines have been used as cellular automata (CA) accelerators within the scientific community for some time now. In this paper, we present a methodology to predict the performance of running such applications on a specific FPGA hardware technology before engineering the design in reality. This will help to determine the optimal values for the various parameters that control the application and the given FPGA hardware specifications. The model will be validated for a specific two-dimensional CA.