NASA's Climate in a Box: Desktop Supercomputing for Open Scientific Model Development
Abstract
NASA's High Performance Computing Portfolio in cooperation with its Modeling, Analysis, and Prediction program intends to make its climate and earth science models more accessible to a larger community. A key goal of this effort is to open the model development and validation process to the scientific community at large such that a natural selection process is enabled and results in a more efficient scientific process. One obstacle to others using NASA models is the complexity of the models and the difficulty in learning how to use them. This situation applies not only to scientists who regularly use these models but also non-typical users who may want to use the models such as scientists from different domains, policy makers, and teachers. Another obstacle to the use of these models is that access to high performance computing (HPC) accounts, from which the models are implemented, can be restrictive with long wait times in job queues and delays caused by an arduous process of obtaining an account, especially for foreign nationals. This project explores the utility of using desktop supercomputers in providing a complete ready-to-use toolkit of climate research products to investigators and on demand access to an HPC system. One objective of this work is to pre-package NASA and NOAA models so that new users will not have to spend significant time porting the models. In addition, the prepackaged toolkit will include tools, such as workflow, visualization, social networking web sites, and analysis tools, to assist users in running the models and analyzing the data. The system architecture to be developed will allow for automatic code updates for each user and an effective means with which to deal with data that are generated. We plan to investigate several desktop systems, but our work to date has focused on a Cray CX1. Currently, we are investigating the potential capabilities of several non-traditional development environments. While most NASA and NOAA models are designed for Linux operating systems (OS), the arrival of the WindowsHPC 2008 OS provides the opportunity to evaluate the use of a new platform on which to develop and port climate and earth science models. In particular, we are evaluating Microsoft's Visual Studio Integrated Developer Environment to determine its appropriateness for the climate modeling community. In the initial phases of this project, we have ported GEOS-5, WRF, GISS ModelE, and GFS to Linux on a CX1 and are in the process of porting WRF and ModelE to WindowsHPC 2008. Initial tests on the CX1 Linux OS indicate favorable comparisons in terms of performance and consistency of scientific results when compared with experiments executed on NASA high end systems. As in the past, NASA's large clusters will continue to be an important part of our objectives. We envision a seamless environment in which an investigator performs model development and testing on a desktop system and can seamlessly transfer execution to supercomputer clusters for production.
- Publication:
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AGU Fall Meeting Abstracts
- Pub Date:
- December 2009
- Bibcode:
- 2009AGUFMIN13B1082W
- Keywords:
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- 1902 INFORMATICS / Community modeling frameworks;
- 1920 INFORMATICS / Emerging informatics technologies;
- 1932 INFORMATICS / High-performance computing;
- 1976 INFORMATICS / Software tools and services