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Abstract: This paper describes a parallel implementation of a grand challenge problem: global atmospheric modeling. The novel contributions of our work include: (1) a detailed investigation of opportunities for parallelism in atmospheric transport based on spectral solution methods, (2) the experimental evaluation of overheads arising from load imbalances and data movement for alternative parallelization methods, and (3) the development of a parallel code that can be monitored and steered interactively... (Update)
Context of citations to this paper: More
.... of application targeted by Distributed Labs, consider a long running scientific simulation, such as a global climate model described in [9]. This atmospheric model achieves high simulation speeds by distributing the simulation of different atmospheric layers across processors...
.... For example, consider event channels used for monitoring of scientific calculations, such as the global climate model described in [KSSTA96]. Further, consider a sink that may be interested in some property of the monitored data, such as an average value over the range of data....
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BibTeX entry: (Update)
T. Kindler, K. Schwan, D. Silva, M. Trauner, and F. Alyea. A parallel spectral model for atmospheric transport processes. Technical report, Georgia Institute of Technology, Atlanta, 30332 GA, 1994. http://citeseer.ist.psu.edu/kindler95parallel.html More
@article{ kindler96parallel,
author = "Thomas Kindler and Karsten Schwan and Dilma Silva and Mary Trauner and Fred Alyea",
title = "A parallel spectral model for atmospheric transport processes",
journal = "Concurrency - Practice and Experience",
volume = "8",
number = "9",
pages = "639-666",
year = "1996",
url = "citeseer.ist.psu.edu/kindler95parallel.html" }
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36 An annotated bibliography of interactive program steering - Gu, Vetter et al. - 1994
33 Portable self-describing binary data streams - Eisenhauer - 1994
23 Parallelizing the spectral transform method - Worley, Drake - 1992
21 Parallel algorithms for the spectral transform method - Foster, Worley - 1994
20 An introduction to three-dimensional climate modeling (context) - Washington, Parkinson - 1986
18 Parallelizing the spectral transform method - part ii (context) - Walker, Worley et al. - 1992
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16 A portable and reconfigurable threads package (context) - Mukherjee - 1991
15 Parallelizing the ecmwf's weather forecast program: the d ca.. (context) - Gaertel, Joppich et al. - 1993
15 Description of the ncar community climate model (context) - Hack, Boville et al. - 1992
12 A cthread library for multiprocessors - Schwan, Forbes et al. - 1991
12 Distributed shared abstractions (context) - Clemencon, Mukherjee et al. - 1993
12 Ktk: Kernel support for configurable objects and invocations - Gheith, Mukherjee et al. - 1994
7 A stratosphere - troposphere data assimilation system (context) - Swinbank, O'Neill - 1993
6 Md - -- a flexible framework for high-speed parallel molecul.. (context) - Eisenhauer, Schwan - 1994
6 The message passing version of the parallel community climat.. - Drake, Flanery et al. - 1993
5 lightweight threads on a ksr multiprocessor (context) - Ghosh, Mukherjee et al. - 1994
4 Toward a high performance distributed memory climate model (context) - Wehner, Ambrosiano et al. - 1993
3 Spectral and multigrid spherical helmholtz equation solvers .. (context) - Barros, Kauranne - 1990
3 The ecmwf multi tasking weather prediction model (context) - Dent, Simmons - 1989
2 Planetary waves in the atmosphere (context) - Silberman - 1954
2 The motion of atmospheric disturbances on the spherical eart.. (context) - Haurwitz - 1940
2 Medium-range weather forecast on parallel systems (context) - Gaertel, Joppich et al. - 1994
2 Barotropic forecasting with the use of surface spherical har.. (context) - Kubota, Hirose et al. - 1961
2 A three-dimensional transport model for the middle atmospher.. (context) - Rasch, Tie et al. - 1994
2 Specifying resource allocation for the cm* multiprocessor (context) - Schwan, Jones - 1984
2 Parallel mimd programming for global models of atmospheric f.. (context) - Jakob, Hack - 1989
1 Preliminary calculations concerning the maintenance of the z.. (context) - Cunnold, Alyea et al. - 1980
1 The spectral form of the vorticity equation (context) - Platzmann - 1960
1 Special numerical experiment: Simulation of cfcl3 as a test .. (context) - Prather - 1992
1 High-performance climate modeling using a domain and task de.. (context) - Ambrosiano, Bolstad et al. - 1994
1 Evaluation of excess carbon 14 and strontium 90 data for sui.. (context) - Johnston - 1989
1 cycle time-differencing scheme for stepwise numerical integr.. (context) - Lorenz - 1971
1 A three-dimensional dynamicalchemical model of atmospheric o.. (context) - Cunnold, Alyea et al. - 1975
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