@article{Rodrigues_Carneiro_Andrade_2013, title={An Extensible Real-time Visualization Pipeline for Dynamic Spatial Modelling}, volume={4}, url={https://sol.sbc.org.br/journals/index.php/jidm/article/view/1488}, DOI={10.5753/jidm.2013.1488}, abstractNote={This paper presents research results of an extensible visualization pipeline for real-time exploratory analysis of spatially explicit simulations. We identify software requirements and discuss the main conceptual and design issues. We propose a protocol for data serialization, a high performance monitoring mechanism, and graphical interfaces for visualization. Performance experiments show that combining multithreading and the Blackboard design pattern reduces the visualization response time by 80%, with no significant increase in memory consumption (less than 7%). The components presented in this paper have been integrated in the TerraME modeling platform for simulation of terrestrial systems.}, number={2}, journal={Journal of Information and Data Management}, author={Rodrigues, Antônio José C. and Carneiro, Tiago G. S. and Andrade, Pedro R.}, year={2013}, month={Aug.}, pages={156} }