Automating climate science: Large ensemble simulations on the TeraGrid with the GriPhyN virtual data system

e-Science 2006 - Second IEEE International Conference on e-Science and Grid Computing

Volumn , Issue , 2006, Pages 32-37

  Nefedova, Veronika ^a   Jacob, Robert ^a   Foster, Ian ^a   Liu, Zhengyu ^b   Liu, Yun ^b   Deelman, Ewa ^c   Mehta, Gaurang ^c   Su, Mei Hui ^c   Vahi, Karan ^c  

^a ARGONNE NATIONAL LABORATORY   (United States)

^b UNIVERSITY OF WISCONSIN MADISON   (United States)

^c UNIVERSITY OF SOUTHERN CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATION THEORY; COMPUTER SIMULATION; DATABASE SYSTEMS; INFORMATION MANAGEMENT; SIGNAL PROCESSING; STATISTICAL METHODS;

AUTOMATING CLIMATE SCIENCE; DISTRIBUTED RESOURCES; VIRTUAL DATA SYSTEMS;

GRID COMPUTING;

EID: 38449110493     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/E-SCIENCE.2006.261116     Document Type: Conference Paper

References (20)

1. I. Foster, I., J. Voeckler, M. Wilde, Y. Zhao, "Chimera: A Virtual Data System for Representing, Querying, and Automating Data Derivation", 14th Intl. Conf. on Scientific and Statistical Database Management, 2002.
2. Drake, J., Foster, I., Michalakes, J., Toonen, B., and P. Worley, P., "Design and Performance of a Scalable Parallel Community Climate Model", Parallel Computing, 21(10), 1995, pp. 1571-1591.
3. Kiehl, J., Hack, J., Bonan, G., Boville, B., Briegleb, B., Williamson, D., Rasch, P., "Description of the NCAR Community Climate Model (CCM3)", National Center for Atmospheric Research Tech Note, NCAR/TN-420+STR, Boulder, CO, 1996
4. Jacob, R. "Low Frequency Variability in a simulated atmosphere ocean system", Ph.D. Thesis, University of Wisconsin-Madison, 1997.
5. Bettge, T., J. W. Weatherly, W. M. Washington D. Pollard, B. P. Briegleb, W. G. Strand Jr., "The NCAR CSM Sea Ice Model", National Center for Atmospheric Research Tech Note., NCAR/TN-425+STR, Boulder, CO, 1996
6. Liu, Z, Wu, L., Gallimore, R, Jacob, R., "Search for the origins of Pacific decadal climate variability", Geophys. Res. Lett., 29, doi10.1029/2001GL013735, 2002, p.1401.
7. Zhao, Y., Dobson, J., Foster, I., Moreau, L., Wilde, M., "A Notation and System for Expressing and Executing Cleanly Typed Workflows on Messy Scientific Data", SIGMOD Record, 34 (3). 2005, pp. 37-43.
8. Deelman, E., Blythe, J., Gil, Y., Kesselman, C., Mehta, G., Vahi, K., Blackburn, K., Lazzarini, A., Arbree, A., Cavanaugh, R., Koranda, S., "Mapping Abstract Complex Workflows onto Grid Environments", Journal of Grid Computing, Vol.1, no. 1, 2003, pp. 25-39.
9. Thain, D., Livny, M.,"Building Reliable Clients and Services", The Grid: Blueprint for a New Computing Infrastructure (2nd Edition), Morgan Kaufmann, 2004.
10. Frey, J., Tannenbaum, T., Foster, I., Livny, M. and Tuecke, S., "Condor-G: A Computation Management Agent for Multi-Institutional Grids", Cluster Computing, 5 (3). 2002, pp.237-246.
11. Kushnir, Y., Robinson, W. A., Blade, I., Hall, N. M. J., Peng, S., Sutton, R "Atmospheric GCM response to extratropical SST anomalies: Synthesis and evaluation." J. Climate, 15, 2002, pp. 2233-2256.
12. Peng, S., Robinson, W. A., Hoerling, M. P., "The modeled atmospheric response to midlatitude SST anomalies and its dependence on background circulation states", J. Climate, 10, 1997 pp. 971-987.
13. Yulaeva, E.,Schneider, N., Pierce,D., Barnett, T., "Modeling of North Pacific climate variability forced by oceanic heat flux anomalies", J. Climate, 14, 2001, p.4027.
14. Sutton, R, Mathieu, P. P., "Response of the atmosphere-ocean mixed layer system to anomalous ocean heat flux convergence", Quart.J.Roy.Meteor. Soc., 128, pp.1259-1275.
15. Liu, Z., Wu, L., "Atmospheric Response to North Pacific SST; The Role of Ocean-Atmosphere Coupling", J. Climate, 17, 2004, pp. 1859-1882.
16. Chervenak, A., Foster, I., Kesselman, C., Salisbury, C., Tuecke, S., "The Data Grid: Towards an Architecture for the Distributed Management and Analysis of Large Scientic Datasets". Journal of Network and Computer Applications, 23. 2000, pp. 187-200.
17. Anderson, D.P., Cobb, J., Korpella, E., Lebofsky, M. Werthimer, D., "SETI@home: An Experiment in Public-Resource Computing." Comm. ACM, 45 (11),2002, pp.56-61.
18. Abramson, D., Sosic, R, Giddy, J., Hall, B.,"Nimrod: A Tool for Performing Parameterised Simulations Using Distributed Workstations". 5th IEEE Intl. Symp. on High Performance Distributed Computing, 1995.
19. Abramson, D., Giddy, J., Kotler, L., "High Performance Parametric Modeling with Nimrod/G: Killer Application for the Global Grid?", Intl. Parallel and Distributed Processing Symp., 2000, pp. 520-528.
20. Casanova, H., Berman, F. "Parameter Sweeps on the Grid with APST". Grid Computing: Making the Global Infrastructure a Reality, John Wiley & Sons Publisher, Inc., 2003.