Title :
Grid Workflow Scheduling Based on the Resource Combination Reliability
Author :
Tian, Guo-Zhong ; Yu, Jiong
Author_Institution :
Sch. of Inf. Sci. & Eng., Xinjiang Univ., Urumqi
Abstract :
To the time-constrained workflow scheduling in grids, this paper proposes a new scheduling algorithm in terms of the finite-state continuous-time Markov process through selecting a resource combination scheme which has the lowest expenditure under the certain credit level of the resource reliability on the critical path in the DAG-based workflow. The simulation shows the validity of theory analysis.
Keywords :
Markov processes; grid computing; scheduling; finite-state continuous-time Markov process; grid workflow scheduling; resource combination reliability; Availability; Costs; Dynamic scheduling; Grid computing; Information science; Markov processes; Processor scheduling; Reliability engineering; Resource management; Scheduling algorithm; critical path; critical region reliability; grid workflow scheduling; time constraint;
Conference_Titel :
Natural Computation, 2008. ICNC '08. Fourth International Conference on
Conference_Location :
Jinan
Print_ISBN :
978-0-7695-3304-9
DOI :
10.1109/ICNC.2008.234