The AGEB algorithm for solving the heat equation in two space dimensions and its parallelization on a distributed memory machine
In this paper, a computational analysis of parallelized a class of the AGE method based on the Brian variant (AGEB) is presented using (2 x 2) blocks. The resulting schemes are found to be effective in reducing data storage accesses and communication time on a distributed computer system. All the pa...
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Springer Verlag
2023
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| author | Alias N. Sahimi M.S. Abdullah A.R. |
| author2 | 22733403000 |
| author_facet | 22733403000 Alias N. Sahimi M.S. Abdullah A.R. |
| author_sort | Alias N. |
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| collection | Institutional Repository |
| content_provider | Universiti Tenaga Nasional |
| content_source | UNITEN Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | In this paper, a computational analysis of parallelized a class of the AGE method based on the Brian variant (AGEB) is presented using (2 x 2) blocks. The resulting schemes are found to be effective in reducing data storage accesses and communication time on a distributed computer system. All the parallel strategies were developed on a cluster of workstations based on Parallel Virtual Machine environment [6]. The experiments were run on the homogeneous cluster of 20 Intel Pentium IV PCs, each with a storage of 20GB and speed of 1.6MHz. Finally, the results of some computational experiments and performance measurements will be discussed. In conclusion, the communication cost and computational complexity have effected the efficiency of the parallel strategies. � Springer-Verlag Berlin Heidelberg 2003. |
| format | Article |
| id | my.uniten.dspace-29882 |
| institution | Universiti Tenaga Nasional |
| publishDate | 2023 |
| publisher | Springer Verlag |
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| spelling | my.uniten.dspace-298822023-12-28T16:58:03Z The AGEB algorithm for solving the heat equation in two space dimensions and its parallelization on a distributed memory machine Alias N. Sahimi M.S. Abdullah A.R. 22733403000 35561342900 7102085868 Artificial intelligence Computer science Computers Algorithm for solving Cluster of workstations Computational analysis Computational experiment Distributed memory machines Parallel strategies Parallel virtual machines Performance measurements Digital storage In this paper, a computational analysis of parallelized a class of the AGE method based on the Brian variant (AGEB) is presented using (2 x 2) blocks. The resulting schemes are found to be effective in reducing data storage accesses and communication time on a distributed computer system. All the parallel strategies were developed on a cluster of workstations based on Parallel Virtual Machine environment [6]. The experiments were run on the homogeneous cluster of 20 Intel Pentium IV PCs, each with a storage of 20GB and speed of 1.6MHz. Finally, the results of some computational experiments and performance measurements will be discussed. In conclusion, the communication cost and computational complexity have effected the efficiency of the parallel strategies. � Springer-Verlag Berlin Heidelberg 2003. Final 2023-12-28T08:58:03Z 2023-12-28T08:58:03Z 2003 Article 10.1007/978-3-540-39924-7_31 2-s2.0-35248871674 https://www.scopus.com/inward/record.uri?eid=2-s2.0-35248871674&doi=10.1007%2f978-3-540-39924-7_31&partnerID=40&md5=faf6a2f771b4be6c0072ba6ba0bcc44b https://irepository.uniten.edu.my/handle/123456789/29882 2840 214 221 Springer Verlag Scopus |
| spellingShingle | Artificial intelligence Computer science Computers Algorithm for solving Cluster of workstations Computational analysis Computational experiment Distributed memory machines Parallel strategies Parallel virtual machines Performance measurements Digital storage Alias N. Sahimi M.S. Abdullah A.R. The AGEB algorithm for solving the heat equation in two space dimensions and its parallelization on a distributed memory machine |
| title | The AGEB algorithm for solving the heat equation in two space dimensions and its parallelization on a distributed memory machine |
| title_full | The AGEB algorithm for solving the heat equation in two space dimensions and its parallelization on a distributed memory machine |
| title_fullStr | The AGEB algorithm for solving the heat equation in two space dimensions and its parallelization on a distributed memory machine |
| title_full_unstemmed | The AGEB algorithm for solving the heat equation in two space dimensions and its parallelization on a distributed memory machine |
| title_short | The AGEB algorithm for solving the heat equation in two space dimensions and its parallelization on a distributed memory machine |
| title_sort | ageb algorithm for solving the heat equation in two space dimensions and its parallelization on a distributed memory machine |
| topic | Artificial intelligence Computer science Computers Algorithm for solving Cluster of workstations Computational analysis Computational experiment Distributed memory machines Parallel strategies Parallel virtual machines Performance measurements Digital storage |
| url_provider | http://dspace.uniten.edu.my/ |