ParSolGen - A Language and Automated Parallel Programs Construction Tool for Numerical Algorithms

2026
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Author: Nikolai Beliaev
Published in: Parallel Computing Technologies
Publisher: Springer Nature Switzerland

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Abstract

ParSolGen is an automated tool designed to construct highly efficient parallel programs from numerical algorithms, particularly for distributed-memory systems. The tool classifies input algorithms to select the most suitable parallelization approach, leveraging domain-specific techniques for optimal performance. This chapter explores the architecture and functionality of ParSolGen, including its classification algorithms and parallel program construction methods. It also presents performance evaluations comparing ParSolGen-generated programs to those from established libraries like PETSc and ScaLAPACK. The results demonstrate that ParSolGen's automatic parallelization techniques yield performance comparable to manual implementations, making it a practical tool for various numerical algorithm domains. The text concludes by discussing the potential for integrating additional domain-specific algorithms to expand ParSolGen's capabilities.

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Metadata
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Title: ParSolGen - A Language and Automated Parallel Programs Construction Tool for Numerical Algorithms
Author: Nikolai Beliaev
Publisher: Springer Nature Switzerland
Book: Parallel Computing Technologies
Print ISBN: 978-3-032-06750-0

Electronic ISBN: 978-3-032-06751-7

Copyright Year: 2026
DOI: https://doi.org/10.1007/978-3-032-06751-7_7

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