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An object-oriented method for out-of-core parallel computations on cluster of workstations

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4 Author(s)
Jianqi Tang ; Sch. of Comput. Sci. & Technol., Harbin Inst. of Technol., China ; Binxing Fang ; Mingzeng x Mingzeng Hu ; Hongli Zhang

Many applications in different fields need to access large amounts of data. The difficulty of handling out-of-core data limits the performance of supercomputers. We first describe an out-of-core computation model on cluster of workstations. Then an object-oriented method is offered, which makes the out-of-core programs easier to write. Some optimal strategies, such as distribution of local array files, data sieving and prefetching, also make an improvement in the performance of out-of-core parallel computations.

Published in:
Parallel and Distributed Computing, Applications and Technologies, 2003. PDCAT'2003. Proceedings of the Fourth International Conference on

Date of Conference: 27-29 Aug. 2003

Page(s):
507 - 510
Print ISBN:
0-7803-7840-7
INSPEC Accession Number:
7861077
Digital Object Identifier :
10.1109/PDCAT.2003.1236354
Product Type:
Conference Publications

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