TY - GEN
T1 - A three tier architecture for LiDAR interpolation and analysis
AU - Jaeger-Frank, Efrat
AU - Crosby, Christopher J.
AU - Memon, Ashraf
AU - Nandigam, Viswanath
AU - Arrowsmith, Ramon
AU - Conner, Jeffery
AU - Altintas, Ilkay
AU - Baru, Chaitan
PY - 2006
Y1 - 2006
N2 - Emerging Grid technologies enable solving scientific problems that involve large datasets and complex analyses. Coordinating distributed Grid resources and computational processes requires adaptable interfaces and tools that provide a modularized and configurable environment for accessing Grid clusters and executing high performance computational tasks. In addition, it is beneficial to make these tools available to the community in a unified framework through a shared cyberinfrastructure, or a portal, so scientists can focus on their scientific work and not be concerned with the implementation of the underlying infrastructure. In this paper we describe a scientific workflow approach to coordinate various resources as data analysis pipelines. We present a three tier architecture for LiDAR interpolation and analysis, a high performance processing of point intensive datasets, utilizing a portal, a scientific workflow engine and Grid technologies. Our proposed solution is available through the GEON portal and, though focused on LiDAR processing, is applicable to other domains as well.
AB - Emerging Grid technologies enable solving scientific problems that involve large datasets and complex analyses. Coordinating distributed Grid resources and computational processes requires adaptable interfaces and tools that provide a modularized and configurable environment for accessing Grid clusters and executing high performance computational tasks. In addition, it is beneficial to make these tools available to the community in a unified framework through a shared cyberinfrastructure, or a portal, so scientists can focus on their scientific work and not be concerned with the implementation of the underlying infrastructure. In this paper we describe a scientific workflow approach to coordinate various resources as data analysis pipelines. We present a three tier architecture for LiDAR interpolation and analysis, a high performance processing of point intensive datasets, utilizing a portal, a scientific workflow engine and Grid technologies. Our proposed solution is available through the GEON portal and, though focused on LiDAR processing, is applicable to other domains as well.
UR - http://www.scopus.com/inward/record.url?scp=33746601783&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=33746601783&partnerID=8YFLogxK
U2 - 10.1007/11758532_123
DO - 10.1007/11758532_123
M3 - Conference contribution
AN - SCOPUS:33746601783
SN - 3540343830
SN - 9783540343837
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 920
EP - 927
BT - Computational Science - ICCS 2006
PB - Springer Verlag
T2 - ICCS 2006: 6th International Conference on Computational Science
Y2 - 28 May 2006 through 31 May 2006
ER -