2004Unpublished venueRequires access

Methods for resource allocation via agent coalition formation in grid computing systems

Yong Gong, Yao Li, Zhang Wei-ming, Sha Ji-chang, Wang Chang-ying

Open publisher page 15 citations

Abstract

Resource allocation is a key problem in grid computing systems. In this paper, a new approach via agent coalition formation is presented for optimal resource allocation. Firstly, we describe an agent-based resource management architecture of computational grid, which is divided into three layers: resource layer, agent layer and application layer. Virtual resource organizations are designed for efficient resource management. Then, the algorithm of resource allocation is given. It consists of two main stages. Using a message transfer mechanism about intermediate result of resources selecting, our algorithm can find beneficial coalitions. It is timesaving, efficient and easy to implement.

About this research paper

What this paper is about

Resource allocation is a key problem in grid computing systems. In this paper, a new approach via agent coalition formation is presented for optimal resource allocation. Firstly, we describe an agent-based resource management architecture of computational grid, which is divided into three layers: resource layer, agent layer and application layer. Virtual resource organizations are designed for efficient resource management. Then, the algorithm of resource allocation is given. It consists of two main stages. Using a message transfer mechanism about intermediate result of resources selecting, our algorithm can find beneficial coalitions. It is timesaving, efficient and easy to implement.

Why it matters

OpenAlex reports 15 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

Resource allocation is a key problem in grid computing systems. In this paper, a new approach via agent coalition formation is presented for optimal resource allocation. Firstly, we describe an agent-based resource management architecture of computational grid, which is divided into three layers: resource layer, agent layer and application layer. Virtual resource organizations are designed for efficient resource management. Then, the algorithm of resource allocation is given. It consists of two main stages. Using a message transfer mechanism about intermediate result of resources selecting, our algorithm can find beneficial coalitions. It is timesaving, efficient and easy to implement.

Key concepts: Computer science, Resource allocation, Distributed computing, Grid computing, Resource management (computing), Grid, Key (lock), Layer (electronics)

Related papers

Back to paper searchBrowse research topicsOriginal source
Methods for resource allocation via agent coalition formation in grid computing systems — Research Paper | ScholarLens