Abstract
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.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
Ardaiz, P., Chacin, I., Chao, F., Freitag, L.: Navarro: An Architecture for Incorporating Decentralized Economic Models in Application Layer Networks. International Journal on Multiagent and Grid Systems. Special Issue on Smart Grid Technologies 1(4), 287–295 (2005)
Diet Agents Platform (February 2007), http://diet-agents.sourceforge.net/
Eymann, T., Reinicke, M., Freitag, F., Navarro, L., Ardaiz, O., Artigas, P.: A hayekian self-organizing approach to service allocation in computing systems. Advanced Engineering Informatics 19(3), 223–233 (2005)
Freitag, F., Caubet, J., Labarta, J.: On the Scalablitiy of Tracing Mechanisms, Euro-Par, Paderborn, Germany (August 2002)
Globus Toolkit (February 2007), http://www.globus.org/
Grid Market Middleware (GMM). http://recerca.ac.upc.edu/gmm/
Gunter, D., Tierney, B.: NetLogger: A Toolkit for Distributed System Performance Tuning and Debugging. Integrated Network Management, 97–100 (2003)
Helsinger, A., Lazarus, R., Wright, W., Zinky, J.: Tools and techniques for performance measurement of large distributed multiagent systems. In: Second International Joint conference on Autonomous agents and multiagent systems (AAMAS), Melbourne, Australia, pp. 843–850 (2003)
Joita, L., Rana, O.F., Chacin, P., Chao, I., Freitag, F., Navarro, L., Ardaiz, O.: Application Deployment on Catallactic Grid Middleware. IEEE Distributed Systems Onlin 7(12) (2006) art. no. 0612-oz001
Project JXTA (February 2007), http://www.jxta.org/
Massie, M.L., Chun, B.N., Culler, D.E.: The Ganglia Distributed Monitoring System: Design, Implementation, and Experience. Parallel Comput-ing 30(7) (July 2004)
PlanetLab. http://www.planet-lab.org/
Preist, C., van Tol, M.: Adaptive agents in a persistent shout double auction. In: Proceedings of the First international Conference on Information and Computation Economies (IEC), Charleston, South Carolina, United States (1998)
Raicu, I., Dumitrescu, C., Ripeanu, M., Foste, I.: The Design, Performance, and Use of DiPerF: An automated DIstributed PERformance evaluation Framework. Journal of Grid Computing 4(3) (September 2006)
Reinicke, M., Streitberger, W., Eymann, T., Catalano, M., Giulioni, G.: Economic Evaluation Framework of Resource Allocation Methods in Service-Oriented Architectures. In: Proceedings of the 8th Conference on E-Commerce Technology (CEC 2006), San Francisco (2006)
Web Services Agreement Specification (WS-Agreement) (2005/2009), www.gridforum.org/Public_Comment_Docs/Documents/Oct-2005/WS-AgreementSpecificationDraft050920.pdf
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 2007 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Freitag, F., Chacin, P., Chao, I., Brunner, R., Navarro, L., Ardaiz, O. (2007). Performance Measuring Framework for Grid Market Middleware. In: Wolter, K. (eds) Formal Methods and Stochastic Models for Performance Evaluation. EPEW 2007. Lecture Notes in Computer Science, vol 4748. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-75211-0_11
Download citation
DOI: https://doi.org/10.1007/978-3-540-75211-0_11
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-75210-3
Online ISBN: 978-3-540-75211-0
eBook Packages: Computer ScienceComputer Science (R0)