Title :
R-DLS: An Improved DLS Algorithm
Author :
Xiaoqian, Liu ; Shoubao, Yang ; Shuling, Wang ; Jing, Xu
Author_Institution :
Comput. Sci. & Technol. of USTC, Heifei
Abstract :
As dynamic-level scheduling algorithm does not consider the risk taken by resource nodes and users´ demand, it proposes an analytic hierarchy process approach (AHP) based improved DLS algorithm. By such AHP approach, it manages the task provided by users, and obtains the weight value which reflects users´ demand. Because the weight value contains the information about deadline, reparation duty and profit of task, it integrates DLS and the weight value to get an improved DLS, called R-DLS which contains the degree of risk taken by resource nodes. Experiments show that R-DLS receives higher average success rate of task execution and profit in one unit of time with task number increasing than DLS.
Keywords :
scheduling; task analysis; R-DLS algorithm; analytic hierarchy process; dynamic-level scheduling algorithm; resource node; task execution; task scheduling; Algorithm design and analysis; Computer networks; Computer science; Dynamic scheduling; Grid computing; High performance computing; Internet; Processor scheduling; Risk analysis; Scheduling algorithm; AHP; DLS; R-DLS; task scheduling;
Conference_Titel :
Grid and Cooperative Computing, 2008. GCC '08. Seventh International Conference on
Conference_Location :
Shenzhen
Print_ISBN :
978-0-7695-3449-7
DOI :
10.1109/GCC.2008.82