A computational economy for grid computing and its implementation in the Nimrod-G resource broker
Future Generation Computer Systems - Grid computing: Towards a new computing infrastructure
Resource Co-Allocation in Computational Grids
HPDC '99 Proceedings of the 8th IEEE International Symposium on High Performance Distributed Computing
Market-Oriented Multiple Resource Scheduling in Grid Computing Environments
AINA '05 Proceedings of the 19th International Conference on Advanced Information Networking and Applications - Volume 1
Analyzing Market-Based Resource Allocation Strategies for the Computational Grid
International Journal of High Performance Computing Applications
Austrian Grid: Overview on the Project with Focus on Parallel Applications
ISPDC '06 Proceedings of the Proceedings of The Fifth International Symposium on Parallel and Distributed Computing
Soft Benchmarks-Based Application Performance Prediction Using a Minimum Training Set
E-SCIENCE '06 Proceedings of the Second IEEE International Conference on e-Science and Grid Computing
Market-Based Resource Allocation in Grids
E-SCIENCE '06 Proceedings of the Second IEEE International Conference on e-Science and Grid Computing
Distributed data mining in grid computing environments
Future Generation Computer Systems - Special section: Data mining in grid computing environments
Market-based grid resource allocation using a stable continuous double auction
GRID '07 Proceedings of the 8th IEEE/ACM International Conference on Grid Computing
Resource Allocation in Streaming Environments
GRID '06 Proceedings of the 7th IEEE/ACM International Conference on Grid Computing
GECON'07 Proceedings of the 4th international conference on Grid economics and business models
Negotiation-Based Scheduling of Scientific Grid Workflows Through Advance Reservations
Journal of Grid Computing
IEEE Internet Computing
The use of provision point contracts for improving cloud infrastructure utilisation
GECON'12 Proceedings of the 9th international conference on Economics of Grids, Clouds, Systems, and Services
Delivering cloud services with qos requirements: an opportunity for ICT SMEs
GECON'12 Proceedings of the 9th international conference on Economics of Grids, Clouds, Systems, and Services
Dependable Grid Workflow Scheduling Based on Resource Availability
Journal of Grid Computing
| Hi-index | 0.00 |
Economy models have long been considered as a promising complement to the classical distributed resource management not only due of their dynamic and decentralized nature, but also because the concept of financial valuation of resources and services is an inherent part of any such model. In its broadest sense, scheduling of scientific applications in distributed Grid and Cloud environments can be regarded as a market-based negotiation between a scheduling service optimizing user-centric objectives (execution time, budget), and a resource manager optimizing provider-centric metrics (resource utilization, income, job throughput). In this paper, we propose a new instantiation of the negotiation protocol between the scheduler and resource manager using a market-based Continuous Double Auction (CDA) model. We analyze different scheduling strategies that can be applied and identify general strategic patterns that can lead to a fast and cheap work ow execution. In the experimental study, we demonstrate that under certain circumstances one can benefit by applying an aggressive scheduling strategy.