Abstract
The execution of scientific workflows in Grids can imply complex interactions among various Grid applications and resources spanning multiple organizations. Failures and performance problems can easily occur during the execution. However, online monitoring and detecting failures and performance problems of scientific workflows in Grids is a nontrivial task. So far little effort has been spent on supporting performance monitoring and visualization of scientific workflows for the Grid. In this paper we present an online workflow performance monitoring and visualization tool for Grid scientific workflows that is capable to monitor the performance and to detect failures of Grid workflows. We also support sophisticated visualization of monitoring and performance result. Performance monitoring is conducted online and Grid infrastructure monitoring is integrated with workflow monitoring, thus fostering the chance to detect performance problems and being able to correlate performance metrics from different sources.
Keywords
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.
The work described in this paper is supported by the European Union through the IST-2002-511385 project K-WfGrid.
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
Yu, J., Buyya, R.: A taxonomy of scientific workflow systems for grid computing. SIGMOD Rec. 34, 44–49 (2005)
Gerndt, M., Wismueller, R., Balaton, Z., Gombas, G., Kacsuk, P., Nemeth, Z., Podhorszki, N., Truong, H.L., Fahringer, T., Bubak, M., Laure, E., Margalef, T.: Performance Tools for the Grid: State of the Art and Future. Research Report Series, vol. 30, Lehrstuhl fuer Rechnertechnik und Rechnerorganisation (LRR-TUM) Technische Universitaet Muenchen. Shaker Verlag (2004) ISBN 3-8322-2413-0
Fahringer, T., Prodan, R., Duan, R., Nerieri, F., Podlipnig, S., Qin, J., Siddiqui, M., Truong, H.L., Villazon, A., Wieczorek, M.: ASKALON: A Grid Application Development and Computing Environment. In: 6th International Workshop on Grid Computing (Grid 2005), Seattle, USA. IEEE Computer Society Press, Los Alamitos (2005)
OASIS Web Services Resource Framework (WSRF) TC (2006), http://www.oasis-open.org/committees/tc_home.php?wg_abbrev=wsrf
Globus Project (2006), http://www.globus.org
Truong, H.L., Fahringer, T.: SCALEA-G: a Unified Monitoring and Performance Analysis System for the Grid. Scientific Programming 12, 225–237 (2004)
Truong, H.L., Fahringer, T., Dustdar, S.: Dynamic Instrumentation, Performance Monitoring and Analysis of Grid Scientific Workflows. Journal of Grid Computing 3, 1–18 (2005)
Truong, H.L., Fahringer, T., Nerieri, F., Dustdar, S.: Performance Metrics and Ontology for Describing Performance Data of Grid Workflows. In: Proceedings of IEEE International Symposium on Cluster Computing and Grid 2005, 1st International Workshop on Grid Performability, Cardiff, UK. IEEE Computer Society Press, Los Alamitos (2005)
JGraph (2006), http://www.jgraph.com/
AustrianGrid (2006), http://www.austriangrid.at/
Blaha, P., Schwarz, K., Luitz, J.: WIEN97: A Full Potential Linearized Augmented Plane Wave Package for Calculating Crystal Properties. Institute of Physical and Theoretical Chemistry (2000)
Jasper, K.: Hydrological Modelling of Alpine River Catchments Using Output Variables from Atmospheric Models (2001)
Lovas, R., Kacsuk, P., Horvath, A., Horanyi, A.: Application of P-Grade Development Environment in Meteorology (2003), http://www.lpds.sztaki.hu/pgrade
Taverna (2006), http://taverna.sourceforge.net/
Pauw, W.D., Lei, M., Pring, E., Villard, L., Arnold, M., Morar, J.F.: Web services navigator: Visualizing the execution of web services. Ibm systems journal (2005), http://www.research.ibm.com/journal/sj/444/depauw.html
BEA Systems: Monitoring workflows (2002), http://e-docs.bea.com/wli/docs70/studio/ch10.htm
K-WF Grid Project (2006), http://www.kwfgrid.net
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2006 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Brunner, P., Truong, HL., Fahringer, T. (2006). Performance Monitoring and Visualization of Grid Scientific Workflows in ASKALON. In: Gerndt, M., Kranzlmüller, D. (eds) High Performance Computing and Communications. HPCC 2006. Lecture Notes in Computer Science, vol 4208. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11847366_18
Download citation
DOI: https://doi.org/10.1007/11847366_18
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-39368-9
Online ISBN: 978-3-540-39372-6
eBook Packages: Computer ScienceComputer Science (R0)