Title :
A Non-critical Path Earliest-Finish Algorithm for Inter-dependent Tasks in Heterogeneous Computing Environments
Author :
Lee, Liang-Teh ; Chen, Ching-Wei ; Chang, Hung-Yuan ; Tang, Chih-Chieh ; Pan, Kun-Chi
Author_Institution :
Dept. of Comput. Sci. & Eng., Tatung Univ., Taipei, Taiwan
Abstract :
In recent years, many researchers have proposed several algorithms to schedule critical tasks in a homogeneous multiprocessor system for obtaining a shorter scheduling length. However, for heterogeneous computing systems, such methods may lead to lengthen the execution of other non-critical tasks. In this paper, a Non-critical Path Earliest-Finish (NPEF) scheduling algorithm for heterogeneous computing systems has been proposed to eliminate the problem mentioned above. From the experimental results, the proposed method is proven to be an effective scheduling scheme in heterogeneous computing environments.
Keywords :
distributed processing; scheduling; distributed computing; heterogeneous computing environments; heterogeneous computing systems; homogeneous multiprocessor system; interdependent tasks; noncritical path earliest-finish algorithm; noncritical tasks; parallel computing; Computer applications; Computer networks; Computer science; Concurrent computing; Costs; Distributed computing; High performance computing; Multiprocessing systems; Processor scheduling; Scheduling algorithm;
Conference_Titel :
High Performance Computing and Communications, 2009. HPCC '09. 11th IEEE International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-1-4244-4600-1
Electronic_ISBN :
978-0-7695-3738-2
DOI :
10.1109/HPCC.2009.11