Title :
A communicative-aware task scheduling algorithm for heterogeneous systems
Author_Institution :
Dept. of Elementary Educ., Nat. Taichung Teachers Coll., Taiwan
Abstract :
This paper addresses the problem of scheduling parallel communication-aware tasks onto networks of workstations in heterogeneous computing environments. Many previous works have focused on the scheduling problem from the aspect of computation. However, as the computational power of new-added workstations increases, the computation mechanism may become the bottleneck of the system. Therefore, an algorithm is proposed to schedule parallel tasks by considering the communication requirements of the applications and the network bandwidth. Experimental results show the superiority of the algorithm over that presented in previous literature.
Keywords :
computer networks; parallel algorithms; scheduling; workstation clusters; communication-aware task scheduling algorithm; computer networks; computer workstation; heterogeneous systems; network bandwidth; parallel computing; parallel tasks; scheduling algorithm; Bandwidth; Cats; Clustering algorithms; Computer networks; Concurrent computing; Educational institutions; Parallel processing; Processor scheduling; Scheduling algorithm; Workstations;
Conference_Titel :
Database and Expert Systems Applications, 2003. Proceedings. 14th International Workshop on
Print_ISBN :
0-7695-1993-8
DOI :
10.1109/DEXA.2003.1232017