Title :
A Framework for Scheduling Image Processing Applications in MedioGRID
Author :
Boboila, Marcela S. ; Iordache, George V. ; Pop, Florin ; Cristea, Valentin
Author_Institution :
Dept. of Comput. Sci., Univ. Politehnica of Bucharest
Abstract :
This paper presents a scheduling framework that is configured for, and used in MedioGRID, a system for real-time processing of satellite images, operating in a grid environment. Our work addresses the problem of scheduling various computationally intensive and data intensive applications that are required for extracting information from satellite images. The proposed solution allows mapping of image processing applications onto available MedioGRID resources. The scheduling is done at the level of groups of concurrent applications. It demonstrates a very good behavior for scheduling and executing groups of applications, while also achieving a near-optimal utilization of the MedioGRID resources
Keywords :
grid computing; image processing; scheduling; MedioGRID; image processing scheduling; information extraction; near-optimal utilization; real-time processing; satellite image; Application software; Computer architecture; Data mining; Delay; Genetic algorithms; Image processing; Processor scheduling; Resource management; Satellites; Scheduling algorithm; Agent Architecture; Genetic Algorithms; Grid Computing; Satellite Image Processing.; Scheduling;
Conference_Titel :
Symbolic and Numeric Algorithms for Scientific Computing, 2006. SYNASC '06. Eighth International Symposium on
Conference_Location :
Timisoara
Print_ISBN :
0-7695-2740-X
DOI :
10.1109/SYNASC.2006.2