Simgrid: A Toolkit for the Simulation of Application Scheduling
CCGRID '01 Proceedings of the 1st International Symposium on Cluster Computing and the Grid
Overview of a Performance Evaluation System for Global Computing Scheduling Algorithms
HPDC '99 Proceedings of the 8th IEEE International Symposium on High Performance Distributed Computing
A Study of Deadline Scheduling for Client-Server Systems on the Computational Grid
HPDC '01 Proceedings of the 10th IEEE International Symposium on High Performance Distributed Computing
Software—Practice & Experience
Combinatorial Auction-Based Protocols for Resource Allocation in Grids
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 13 - Volume 14
A price-anticipating resource allocation mechanism for distributed shared clusters
Proceedings of the 6th ACM conference on Electronic commerce
A commodity market algorithm for pricing substitutable Grid resources
Future Generation Computer Systems
The MicroGrid: A scientific tool for modeling Computational Grids
Scientific Programming
Economic Grid Resource Management for CPU Bound Applications with Hard Deadlines
CCGRID '08 Proceedings of the 2008 Eighth IEEE International Symposium on Cluster Computing and the Grid
Future Generation Computer Systems
GECON'07 Proceedings of the 4th international conference on Grid economics and business models
Scalability of Grid Simulators: An Evaluation
Euro-Par '08 Proceedings of the 14th international Euro-Par conference on Parallel Processing
An Evaluation of the Benefits of Fine-Grained Value-Based Scheduling on General Purpose Clusters
CCGRID '10 Proceedings of the 2010 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing
An evaluation of the benefits of fine-grained value-based scheduling on general purpose clusters
Future Generation Computer Systems
An evaluation of the benefits of fine-grained value-based scheduling on general purpose clusters
Future Generation Computer Systems
Combining Futures and Spot Markets: A Hybrid Market Approach to Economic Grid Resource Management
Journal of Grid Computing
Distribution of parallel discrete-event simulations in GES: core design and optimizations
Proceedings of the 4th International ICST Conference on Simulation Tools and Techniques
Conservative Distributed Discrete Event Simulation on Amazon EC2
CCGRID '12 Proceedings of the 2012 12th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (ccgrid 2012)
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Economic principles are increasingly being regarded as a way to address conflicting user requirements, to improve the effectiveness of grid resource management systems, and to deliver incentives for providers to join virtual organizations. Because economic resource management mechanisms can encourage grid participants to reveal the true valuations of their jobs and resources, the system becomes capable of making better scheduling decisions. A lot of exploratory research into different market mechanisms for grids is ongoing. Since it is impractical to conduct analysis of novel mechanisms on operational grids, most of this research is being carried out using simulation. This paper presents the Grid Economics Simulator (GES) in support of such research. The key design goals of the framework are enabling a wide variety of economic and non-economic forms of resource management while simultaneously supporting distributed execution of simulations and exhibiting good scalability properties.