Title :
Toward embedded qualitative simulation: a specialized computer architecture for QSim
Author :
Platzner, Marco ; Rinner, Bernhard ; Weiss, Reinhold
Author_Institution :
Comput. Eng. & Networks Lab., Swiss Federal Inst. of Technol., Zurich, Switzerland
Abstract :
Qualitative simulation is a key inference technique of model based reasoning that has found use in such areas as monitoring, fault diagnosis, and design. To advance embedded applications of the qualitative simulator QSim, we have developed a special purpose computer architecture designed to provide high performance, scalability, and increased portability to embedded computer platforms. To demonstrate our approach´s suitability for embedded qualitative simulation, we have developed a prototype implementation on a heterogeneous multiprocessor system. As the article discusses, this prototype improves QSim´s performance by two orders of magnitude
Keywords :
computer architecture; digital simulation; embedded systems; model-based reasoning; multiprocessing systems; special purpose computers; QSim; embedded applications; embedded computer platforms; embedded qualitative simulation; fault diagnosis; heterogeneous multiprocessor system; inference technique; model based reasoning; prototype implementation; qualitative simulator; special purpose computer architecture; specialized computer architecture; Application software; Computational modeling; Computer architecture; Computer simulation; Computerized monitoring; Embedded computing; Fault diagnosis; High performance computing; Scalability; Virtual prototyping;
Journal_Title :
Intelligent Systems and their Applications, IEEE
DOI :
10.1109/5254.850829