@Article{RodriguesCarnAndr:2013:ExReVi,
               author = "Rodrigues, Antonio Jose C. and Carneiro, Tiago Garcia de Senna and 
                         Andrade, Pedro Ribeiro de",
          affiliation = "{Universidade Federal de Ouro Preto (UFOP)} and {Universidade 
                         Federal de Ouro Preto (UFOP)} and {Instituto Nacional de Pesquisas 
                         Espaciais (INPE)}",
                title = "An extensible real-time visualization pipeline for dynamic spatial 
                         modeling",
              journal = "Journal of Information and Data Management",
                 year = "2013",
               volume = "4",
               number = "2",
                pages = "156--167",
                month = "June",
             keywords = "scientific visualization pipeline, environmental modeling, 
                         high-performance, computer simulation, TerraME Observer.",
             abstract = "This article 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 article have been integrated in 
                         the TerraME modeling platform for simulation of terrestrial 
                         systems.",
                 issn = "2178-7107",
                label = "lattes: 3800022078311584 3 RodriguesCarnAndr:2013:ExReVi",
             language = "en",
        urlaccessdate = "01 maio 2024"
}