JOURNAL ARTICLE

A continuous double auction method for resource allocation in computational grids

Abstract

In this paper, we introduce a continuous double auction method for grid resource allocation in which resources are considered as provider agents and users as consumer agents. In each time step, each provider agent determines its requested value based on its workload and each consumer agent determines its bid value based on two constraints: the remaining time for bidding, and the remaining resources for bidding. We study this method in terms of economic efficiency and system performance. Experimental results show that the proposed method is better than earliest deadline first (EDF) method, which is a default strategy in many schedulers.

Keywords:
Bidding Computer science Double auction Grid Resource allocation Workload Resource management (computing) Common value auction Multi-agent system Resource (disambiguation) Mathematical optimization Grid computing Distributed computing Operations research Microeconomics Computer network Artificial intelligence

Metrics

20
Cited By
2.06
FWCI (Field Weighted Citation Impact)
33
Refs
0.90
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
Cloud Computing and Resource Management
Physical Sciences →  Computer Science →  Information Systems
Advanced Data Storage Technologies
Physical Sciences →  Computer Science →  Computer Networks and Communications

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