A framework to achieve guaranteed QoS for applications and high system performance in multi-institutional grid computing
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.
|ICPP 2006: 2006 International Conference on Parallel Processing|
|Organisation||Department of Systems and Computer Engineering|
Farooq, U. (Umar), Majumdar, S, & Parsons, E.W. (Eric W.). (2006). A framework to achieve guaranteed QoS for applications and high system performance in multi-institutional grid computing. Presented at the ICPP 2006: 2006 International Conference on Parallel Processing. doi:10.1109/ICPP.2006.8