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From Event-Driven Workflows Towards a Posteriori Computing

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Future Generation Grids

Abstract

The integration of content-based event notification systems with workflow management is motivated by the need for dynamic, data-driven application systems which can dynamically discover, ingest data from, and interact with other application systems, including physical systems with online sensors and actuators. This requires workflows that can be dynamically reconfigured on-the-fly on the receipt of important events from both external physical systems and from other computational systems. Such a capability also supports fault tolerance, i.e., reconfiguring workflows on the receipt of failure events. When decentralized workflow management is considered, the need for a workflow agent framework becomes apparent. A key observation here is that systems providing truly autonomic, reconfigurable workflows cannot rely on any form of a priori knowledge, i.e., static information that is “compiled-in” to an application. Hence, applications will have to increasingly rely on a posteriori information that is discovered, understood, and ingested during run-time. In the most general case, this will require semantic analysis and planning to reach abstract goal states. These observations indicate that future generation grids could be pushed into more declarative programming methods and the use of artificial intelligence — topics that must be approached carefully to identify those problem domains where they can be successfully applied.

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Author information

Authors and Affiliations

  1. Computer Systems Research Department, The Aerospace Corporation, El Segundo, CA, USA

    Craig A. Lee & B. Scott Michel

  2. Information Sciences Institute, University of Southern California, Marina del Rey, CA, USA

    Ewa Deelman & Jim Blythe

Authors
  1. Craig A. Lee
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  2. B. Scott Michel
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  3. Ewa Deelman
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  4. Jim Blythe
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Editor information

Editors and Affiliations

  1. University of Westminster, London, UK

    Vladimir Getov

  2. Information Science and Technologies Institute, Pisa, Italy

    Domenico Laforenza

  3. Zuse-Institut Berlin and Humboldt-Universitat zu Berlin, Germany

    Alexander Reinefeld

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© 2006 Springer Science+Business Media, Inc.

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Lee, C.A., Michel, B.S., Deelman, E., Blythe, J. (2006). From Event-Driven Workflows Towards a Posteriori Computing. In: Getov, V., Laforenza, D., Reinefeld, A. (eds) Future Generation Grids. Springer, Boston, MA . https://doi.org/10.1007/978-0-387-29445-2_1

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  • DOI: https://doi.org/10.1007/978-0-387-29445-2_1

  • Publisher Name: Springer, Boston, MA

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  • Online ISBN: 978-0-387-29445-2

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