Adaptive agents in a persistent shout double auction
Proceedings of the first international conference on Information and computation economies
On the Scalability of Tracing Mechanisms
Euro-Par '02 Proceedings of the 8th International Euro-Par Conference on Parallel Processing
Tools and techniques for performance measurement of large distributed multiagent systems
AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems
Economic Evaluation Framework of Resource Allocation Methods in Service-Oriented Architectures
CEC-EEE '06 Proceedings of the The 8th IEEE International Conference on E-Commerce Technology and The 3rd IEEE International Conference on Enterprise Computing, E-Commerce, and E-Services
An architecture for incorporating decentralized economic models in application layer networks
Multiagent and Grid Systems - Smart Grid Technologies & Market Models
Application Deployment on Catallactic Grid Middleware
IEEE Distributed Systems Online
A hayekian self-organization approach to service allocation in computing systems
Advanced Engineering Informatics
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Current implementations of Grid infrastructures provide frameworks which aim at achieve on-demand computing. In such a scenario, contribution and use of resources will be governed by business models. The challenge is to provide multi-level performance information which enables the participation of the different actors in such a system. In this paper we describe the performance measuring framework developed for Grid Market Middleware, a middleware which supports economic-model based selection of service-oriented Grid applications. This middleware is a distributed infrastructure, which we have implemented for providing a market of services and resources to be assigned to Grid applications. The objectives of the performance measuring framework is first to assess the behaviour of the middleware and the used economic models in a deployed system, and secondly allow the provision of metrics for the components of the middleware itself. We describe the design of the performance measuring framework, its implementation and show its capability and usefulness for our objectives by experiments.