DocumentCode
2049247
Title
Load balancing sequences of unstructured adaptive grids
Author
Biswas, Rupak ; Oliker, Leonid
Author_Institution
MRJ Technol. Solutions, NASA Ames Res. Center, Moffett Field, CA, USA
fYear
1997
fDate
18-21 Dec 1997
Firstpage
212
Lastpage
217
Abstract
Mesh adaption is a powerful tool for efficient unstructured grid computations but causes load imbalance on multiprocessor systems. To address this problem, we have developed PLUM, an automatic portable framework for performing adaptive large scale numerical computations in a message passing environment. The paper makes several important additions to our previous work. First, a new remapping cost model is presented and empirically validated on an SP2. Next, our load balancing strategy is applied to sequences of dynamically adapted unstructured grids. Results indicate that our framework is effective on many processors for both steady and unsteady problems with several levels of adaption. Additionally, we demonstrate that a coarse starting mesh produces high quality load balancing, at a fraction of the cost required for a fine initial mesh. Finally, we show that the data remapping overhead can be significantly reduced by applying our heuristic processor reassignment algorithm
Keywords
mathematics; mathematics computing; mesh generation; message passing; resource allocation; PLUM; SP2; adaptive large scale numerical computations; automatic portable framework; coarse starting mesh; data remapping overhead; dynamically adapted unstructured grids; heuristic processor reassignment algorithm; load balancing; load balancing strategy; load imbalance; mesh adaption; message passing environment; multiprocessor systems; remapping cost model; unsteady problems; unstructured adaptive grids; unstructured grid computations; Costs; Grid computing; Heuristic algorithms; Large-scale systems; Load management; Multiprocessing systems; NASA; Parallel machines; Portable computers; Space technology;
fLanguage
English
Publisher
ieee
Conference_Titel
High-Performance Computing, 1997. Proceedings. Fourth International Conference on
Conference_Location
Bangalore
Print_ISBN
0-8186-8067-9
Type
conf
DOI
10.1109/HIPC.1997.634495
Filename
634495
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