Title :
Dynamic Load Distribution in Grid Using Mobile Threads
Author :
Miyashita, Masaya ; Haque, Md Enamul ; Matsumoto, Noriko ; Yoshida, Norihiko
Author_Institution :
Grad. Sch. of Sci. & Eng., Saitama Univ., Saitama, Japan
Abstract :
In a volunteer-based Grid, the system must be heterogeneous, and the computation capability of each node varies, and load distribution or load balancing is one of the most important issues in Grid. Some techniques have been proposed for dynamic load distribution which relocates jobs, by migrating running jobs keeping their execution states, from a high-loaded node to a lower-loaded node during execution. In this paper, we propose a dynamic load distribution between computation nodes using mobile threads which leads to lightweight, low-overhead job relocation. We present its effects using an example problem, parallel Prefix Span used in analysis of amino-acid sequences, whose computation cost is absolutely unpredictable.
Keywords :
grid computing; resource allocation; amino-acid sequences; dynamic load distribution; load balancing; mobile threads; parallel Prefix Span; volunteer-based grid; GRID; Live Migration; Mobile Threads; PrefixSpan;
Conference_Titel :
High Performance Computing and Communications (HPCC), 2010 12th IEEE International Conference on
Conference_Location :
Melbourne, VIC
Print_ISBN :
978-1-4244-8335-8
Electronic_ISBN :
978-0-7695-4214-0
DOI :
10.1109/HPCC.2010.11