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Abstract: It is widely acknowledged in high-performance computing circles that parallel input/output needs substantial improvement in order to make scalable computers truly usable. We present a data storage model that allows processors independent access to their own data and a corresponding compilation strategy that integrates data-parallel computation with data distribution for out-of-core problems. Our results compare several communication methods and I/O optimizations using two out-of-core problems,... (Update)
Context of citations to this paper: More
.... has been a considerable amount of work in addressing the flow of data to and from secondary storage devices (e.g. magnetic disks) [1, 2, 3, 4, 5, 6, 7, 8, 9]. There has also been a significant amount of work on the management of large scale data in a storage hierarchy involving...
.... into three categories: the parallel file system and run time system optimizations [24, 8, 10, 20, 22, 17] compiler optimizations [4, 21, 18], and application analysis and optimization [21, 7, 30, 18] Brown et al. 6] proposed a meta data system on top of HPSS using DB2 DBMS....
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BibTeX entry: (Update)
R. Bordawekar, A. Choudhary, K. Kennedy, C. Koelbel, and M. Paleczny. A model and compilation strategy for out-of-core data parallel programs. In Proceedings of the Fifth ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming (PPOPP), pages 1--10. ACM Press, July 1995. ACM SIGPLAN Notices, Vol. 30, No. 8. http://citeseer.ist.psu.edu/article/bordawekar95model.html More
@inproceedings{ bordawekar95model,
author = "Rajesh Bordawekar and Alok Choudhary and Ken Kennedy and Charles Koelbel and Michael Paleczny",
title = "A Model and Compilation Strategy for Out-of-core Data Parallel Programs",
booktitle = "Proceedings of the Fifth {ACM} {SIGPLAN} Symposium on Principles and Practice of Parallel Programming",
publisher = "ACM Press",
address = "Santa Barbara, CA",
pages = "1--10",
year = "1995",
url = "citeseer.ist.psu.edu/article/bordawekar95model.html" }
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249 Tolerating Latency Through Software Controlled Data Prefetch.. - Mowry - 1994
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74 PASSION: Parallel and Scalable Software for Input-Output - Choudhary, Bordawekar et al. - 1994
49 via a two-phase runtime access strategy (context) - Rosario, Bordawekar et al. - 1993
38 The architecture of problems and portable parallel software .. (context) - Fox - 1991
30 Improving the Performance of Virtual Memory Computers (context) - Abu-Sufah - 1979
23 Technical Report COMP TR (context) - Fox, Hiranandani et al. - 1990
18 Technical Report PCS-TR (context) - Kotz, MIMD - 1994
14 the paging performance of array algorithms (context) - Trivedi - 1977
4 Compiler blockabilty of numerical algorithms (context) - Carr, Kennedy - 1992
2 Prepaging and applications to the STAR-100 computer (context) - Trivedi - 1977
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