Fabric Level and Application Level QoS Guarantees in Grid Computing

Authors:
Li Chunlin;Li Layuan
Affiliations:
Department of Computer Science, Wuhan University of Technology, Wuhan 430063, P.R.China, e-mail: chunlin74@tom.com, jwtu@public.wh.hb.cn;Department of Computer Science, Wuhan University of Technology, Wuhan 430063, P.R.China, e-mail: chunlin74@tom.com, jwtu@public.wh.hb.cn
Venue:
Informatica
Year:
2007

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Abstract

In the paper, a cross-layer optimization between application layer and fabric layer is proposed. The aim is to optimize the end-to-end quality of the dynamic grid application as well as efficiently utilizing the grid resources. The application layer QoS and fabric layer QoS are closely interrelated in Grids since the upper layer service is based on the lower level's capabilities. A fabric level and application level QoS scheduling algorithm is proposed. We formulate the integrated design of resource allocation and user QoS satisfaction control into a constrained optimization problem. The optimization framework provides a layered approach to the sum utility maximization problem. The application layer adaptively adjusts user's resource demand based on the current resource conditions, while the fabric layer adaptively allocates CPU, storage and bandwidth required by the upper layer.