Title :
Dynamic Job-Clustering with Different Computing Priorities for Computational Resource Allocation
Author :
Hussin, Masnida ; Lee, Young Choon ; Zomaya, Albert Y.
Abstract :
The diversity of job characteristics such as unstructured/unorganized arrival of jobs and priorities, could lead to inefficient resource allocation. Therefore, the characterization of jobs is an important aspect worthy of investigation, which enables judicious resource allocation decisions achieving two goals (performance and utilization) and improves resource availability.
Keywords :
Availability; Cloud computing; Clustering algorithms; Distributed computing; Dynamic scheduling; Grid computing; High performance computing; Information technology; Large-scale systems; Resource management; Job clustering; distributed systems; dynamic scheduling; resource allocation;
Conference_Titel :
Cluster, Cloud and Grid Computing (CCGrid), 2010 10th IEEE/ACM International Conference on
Conference_Location :
Melbourne, Australia
Print_ISBN :
978-1-4244-6987-1
DOI :
10.1109/CCGRID.2010.119
