Title :
DFRN: a new approach for duplication based scheduling for distributed memory multiprocessor systems
Author :
Park, Gyung-Leen ; Shirazi, Behrooz ; Marquis, Jeff
Author_Institution :
Dept. of Comput. Sci. & Eng., Texas Univ., Arlington, TX, USA
Abstract :
Duplication based scheduling (DBS) is a relatively new approach for solving multiprocessor scheduling problems. The problem is defined as finding an optimal schedule which minimizes the parallel execution time of an application on a target system. We classify DBS algorithms into two categories according to the task duplication method used. We then present our new DBS algorithm that extracts the strong features of the two categories of DBS algorithms. Our simulation study shows that the proposed algorithm achieves considerable performance improvement over existing DBS algorithms with equal or less time complexity. We analytically obtain the boundary condition for the worst case behavior of the proposed algorithm and also prove that the algorithm generates an optimal schedule for a tree structured input directed acyclic graph
Keywords :
computational complexity; directed graphs; distributed memory systems; processor scheduling; tree data structures; DBS algorithms; DFRN; boundary condition; distributed memory multiprocessor systems; duplication based scheduling; multiprocessor scheduling problems; optimal schedule; parallel execution time minimization; performance improvement; task duplication method; time complexity; tree structured input directed acyclic graph; worst case behavior; Algorithm design and analysis; Boundary conditions; Concurrent computing; Feature extraction; Multiprocessing systems; Optimal scheduling; Processor scheduling; Satellite broadcasting; Scheduling algorithm; Tree graphs;
Conference_Titel :
Parallel Processing Symposium, 1997. Proceedings., 11th International
Conference_Location :
Genva
Print_ISBN :
0-8186-7793-7
DOI :
10.1109/IPPS.1997.580875