Title :
Static-dynamic mapping in heterogeneous computing environment
Author :
Martinovic, G. ; Budin, Leo ; Hocenski, Zeljko
Author_Institution :
Fac. of Electr. Eng., Univ. of Osijek, Croatia
Abstract :
Appropriate mapping procedures make heterogeneous computing environment especially suitable for the execution of various computer-intensive applications. The paper shows a static dynamic mapping procedure relying on the multicriteria model. Model parameters describe the application, platform, mapping and user. They are divided into static and dynamic ones with three weight levels assigned to them. The described approach ensures optimal initial mapping, but also a quick response to changes in the environment, which is supported by prediction. The described approach is a simplified environment shows improvements in the execution of the test application. Further adjustments are directed towards the implementation in the computational grid.
Keywords :
distributed processing; dynamic programming; programming environments; resource allocation; NP-hard problem; application execution; combinatorial optimization; computational grid; computer-intensive application; distributed processing; heterogeneous computing environment; high performance machine; mapping procedure; model parameter; multicriteria model; optimal initial mapping; prediction; resource allocation; static-dynamic mapping; task processing; time variability; Application software; Computer applications; Distributed computing; Grid computing; Hardware; Job shop scheduling; Predictive models; Processor scheduling; Resource management; Testing;
Conference_Titel :
Virtual Environments, Human-Computer Interfaces and Measurement Systems, 2003. VECIMS '03. 2003 IEEE International Symposium on
Print_ISBN :
0-7803-7785-0
DOI :
10.1109/VECIMS.2003.1227026