Performance evaluation of OpenMP-based algorithms for handling Kronecker descriptors

DOI10.1016/j.jpdc.2012.02.001zbMath1242.65008OpenAlexW2054608335MaRDI QIDQ433452

Marco A. S. Netto, Ricardo M. Czekster, Cesar A. F. De Rose, Antonio M. Lima, Paulo Fernandes, Thais Webber

Publication date: 13 July 2012

Published in: Journal of Parallel and Distributed Computing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jpdc.2012.02.001

zbMATH Keywords

performance evaluationparallel algorithmsOpenMPscientific computingnumerical softwareMarkovian modelsKronecker descriptorsNUMA machines

Mathematics Subject Classification ID

Probabilistic models, generic numerical methods in probability and statistics (65C20) Performance evaluation, queueing, and scheduling in the context of computer systems (68M20) Parallel numerical computation (65Y05)

Uses Software

• GTAEXPRESS

Cites Work

• A high-performance, portable implementation of the MPI message passing interface standard
• Uniformization and hypergraph partitioning for the distributed computation of response time densities in very large Markov models
• A parallel implementation of the restarted GMRES iterative algorithm for nonsymmetric systems of linear equations
• A parallel GMRES version for general sparse matrices
• Distributed disk-based algorithms for model checking very large Markov chains
• Efficient descriptor-vector multiplications in stochastic automata networks
• Kronecker products and shuffle algebra
• A highly parallel Black–Scholes solver based on adaptive sparse grids
• Distributed Markovian Bisimulation Reduction aimed at CSL Model Checking
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