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Performance Monitoring and Visualization of Grid Scientific Workflows in ASKALON

  • Peter Brunner
  • Hong-Linh Truong
  • Thomas Fahringer
Part of the Lecture Notes in Computer Science book series (LNCS, volume 4208)

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

Visualization Tool Performance Monitoring Grid Resource Grid Infrastructure Activity Instance 
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.

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References

  1. 1.
    Yu, J., Buyya, R.: A taxonomy of scientific workflow systems for grid computing. SIGMOD Rec. 34, 44–49 (2005)CrossRefGoogle Scholar
  2. 2.
    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 3-8322-2413-0Google Scholar
  3. 3.
    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)Google Scholar
  4. 4.
    OASIS Web Services Resource Framework (WSRF) TC (2006), http://www.oasis-open.org/committees/tc_home.php?wg_abbrev=wsrf
  5. 5.
    Globus Project (2006), http://www.globus.org
  6. 6.
    Truong, H.L., Fahringer, T.: SCALEA-G: a Unified Monitoring and Performance Analysis System for the Grid. Scientific Programming 12, 225–237 (2004)Google Scholar
  7. 7.
    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)CrossRefGoogle Scholar
  8. 8.
    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)Google Scholar
  9. 9.
    JGraph (2006), http://www.jgraph.com/
  10. 10.
    AustrianGrid (2006), http://www.austriangrid.at/
  11. 11.
    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)Google Scholar
  12. 12.
    Jasper, K.: Hydrological Modelling of Alpine River Catchments Using Output Variables from Atmospheric Models (2001)Google Scholar
  13. 13.
    Lovas, R., Kacsuk, P., Horvath, A., Horanyi, A.: Application of P-Grade Development Environment in Meteorology (2003), http://www.lpds.sztaki.hu/pgrade
  14. 14.
  15. 15.
    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
  16. 16.
    BEA Systems: Monitoring workflows (2002), http://e-docs.bea.com/wli/docs70/studio/ch10.htm
  17. 17.
    K-WF Grid Project (2006), http://www.kwfgrid.net

Copyright information

© Springer-Verlag Berlin Heidelberg 2006

Authors and Affiliations

  • Peter Brunner
    • 1
  • Hong-Linh Truong
    • 1
  • Thomas Fahringer
    • 1
  1. 1.Institute of Computer ScienceUniversity of Innsbruck 

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