JOURNAL ARTICLE

A Resource Allocation Method for Computational Grids Based on On-line Reverse Auction

Abstract

Resource allocation and task scheduling are two key technologies in grid computing system. The market-based resource allocation model is considered as a good one. In this paper, an on-line reverse auction method of resource allocation for computational grids was proposed to solve the problem of resource management considering the dynamic characteristics of computing resources in the computational grid environment and the advantages of economics mechanism. In this method, the current price can be set using former bids. And bidders arriving one by one the on-line buyer must be required to make a decision immediately about each bid as it is received. Then we prove that the algorithm is incentive compatible and simulate the auction protocol in Gridsim to evaluate its communication demand.

Keywords:
Computer science Reverse auction Grid Resource allocation Grid computing Auction algorithm Combinatorial auction Resource management (computing) Distributed computing Double auction Scheduling (production processes) Mathematical optimization Auction theory Revenue equivalence Common value auction Microeconomics Computer network Economics

Metrics

6
Cited By
1.03
FWCI (Field Weighted Citation Impact)
8
Refs
0.83
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Distributed and Parallel Computing Systems
Physical Sciences →  Computer Science →  Computer Networks and Communications
Optimization and Search Problems
Physical Sciences →  Computer Science →  Computer Networks and Communications
Auction Theory and Applications
Social Sciences →  Decision Sciences →  Management Science and Operations Research

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