Distributed state-space generation of discrete-state stochastic models
Gianfranco Ciardo • 1995 • Institute for Computer Applications in Science and Engineering, NASA Langley Research Center
- Author
- Gianfranco Ciardo
- First published
- 1995
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Published in 1995, this technical report was produced under the auspices of the Institute for Computer Applications in Science and Engineering at NASA Langley Research Center. It addresses the computational challenges of modeling complex, discrete-state stochastic systems, a field critical to assessing the reliability and performance of aerospace and mission-critical software. The document reflects the rigorous academic environment of the mid-1990s, where NASA-funded researchers sought to bridge the gap between theoretical probability and the practical limits of parallel computing architectures.
The text was authored by Gianfranco Ciardo, a prominent researcher in the field of formal methods and performance modeling. His work in this period focused on managing state-space explosion—a common hurdle where the number of possible states in a model grows exponentially. By proposing distributed algorithms to generate and explore these states across multiple processors, Ciardo aimed to provide engineers with more efficient diagnostic tools for verifying highly complex automated systems.
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