학술논문

Duplication with Task Assignment in Mesh Distributed System
Document Type
Article
Author
Source
JIPS(Journal of Information Processing Systems). Jun 30, 2014 10(2):193
Subject
Distributed System(DS)
Task Assignment Heuristics
Task Duplication(TD)
Directed Acyclic Graph(DAG)
Language
English
ISSN
1976-913x
Abstract
Load balancing is the major benefit of any distributed system. To facilitate this advantage, task duplication and migration methodologies are employed. As this paper deals with dependent tasks (DAG), we used duplication. Task duplication reduces the overall schedule length of DAG along-with load balancing. This paper proposes a new task duplication algorithm at the time of tasks assignment on various processors. With the intention of conducting proposed algorithm performance computation; simulation has been done on the Netbeans IDE. The mesh topology of a distributed system is simulated at this juncture. For task duplication, overall schedule length of DAG is the main parameter that decides the performance of a proposed duplication algorithm. After obtaining the results we compared our performance with arbitrary task assignment, CAWF and HEFT-TD algorithms. Additionally, we also compared the complexity of the proposed algorithm with the Duplication Based Bottom Up scheduling (DBUS) and Heterogeneous Earliest Finish Time with Task Duplication (HEFT-TD).