Title :
A Framework to Achieve Guaranteed QoS for Applications and High System Performance in Multi-Institutional Grid Computing
Author :
Farooq, Umar ; Majumdar, Shikharesh ; Parsons, Eric W.
Author_Institution :
Dept. of Syst. & Comput. Eng., Carleton Univ., Ottawa, Ont.
Abstract :
Providing QoS guarantees to the applications in a multi-institutional grid is a challenging task. Although advance reservations (ARs) can provide QoS guarantees for the applications, they often seriously degrade system performance for resource owners. In this paper, we present a framework for AR based resource sharing that not only provides QoS guarantees for the applications but also ensures high utilization of the resources. This paper focuses on the application-to-resource mapping component of the framework as our results show that traditional mapping algorithms used with best effort jobs do not perform well for ARs. The paper proposes a set of algorithms for mapping ARs and investigates their performance in detail. The paper then presents a novel algorithm that outperforms a number of other algorithms in almost every respect for a wide range of workload parameters. Rigorous experimentation proves the efficacy of our algorithm and brings important insights into the dynamics of the system
Keywords :
grid computing; quality of service; resource allocation; QoS; advance reservations; application-to-resource mapping; multiinstitutional grid computing; resource sharing; resource utilization; Application software; Degradation; Dynamic scheduling; Grid computing; Quality of service; Resource management; Supercomputers; System performance; Systems engineering and theory; Wide area networks;
Conference_Titel :
Parallel Processing, 2006. ICPP 2006. International Conference on
Conference_Location :
Columbus, OH
Print_ISBN :
0-7695-2636-5
DOI :
10.1109/ICPP.2006.8