TY - GEN
T1 - Performance optimization for data intensive grid applications
AU - Beynon, M. D.
AU - Sussman, A.
AU - Çatalyürek,
AU - Kurc, T.
AU - Saltz, J.
N1 - Publisher Copyright:
© 2001 IEEE.
PY - 2001
Y1 - 2001
N2 - The ability to effectively use computational grids for data intensive applications is becoming increasingly important. The distributed, heterogeneous, shared nature of the computing resources provides a significant challenge in developing support for computationally demanding applications. In this paper we describe several performance optimization techniques we have developed for the filter-stream programming framework that we have designed and implemented for programming data intensive applications on the Grid. We present performance results for multiple versions of a medical imaging application on various distributed machine configurations that show the benefits of the optimizations, and also provide evidence that filter-stream programming can be implemented to both efficiently utilize available Grid resources and to provide scalable application performance as additional resources are made available.
AB - The ability to effectively use computational grids for data intensive applications is becoming increasingly important. The distributed, heterogeneous, shared nature of the computing resources provides a significant challenge in developing support for computationally demanding applications. In this paper we describe several performance optimization techniques we have developed for the filter-stream programming framework that we have designed and implemented for programming data intensive applications on the Grid. We present performance results for multiple versions of a medical imaging application on various distributed machine configurations that show the benefits of the optimizations, and also provide evidence that filter-stream programming can be implemented to both efficiently utilize available Grid resources and to provide scalable application performance as additional resources are made available.
UR - https://www.scopus.com/pages/publications/33645755696
U2 - 10.1109/AMS.2001.993725
DO - 10.1109/AMS.2001.993725
M3 - Conference contribution
AN - SCOPUS:33645755696
T3 - Proceedings - 3rd Annual International Workshop on Active Middleware Services
SP - 97
EP - 105
BT - Proceedings - 3rd Annual International Workshop on Active Middleware Services
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 3rd Annual International Workshop on Active Middleware Services, AMS 2001
Y2 - 6 August 2001
ER -