WRENCH: Workflow Management System Simulation Workbench


Abstract – WRENCH enables novel avenues for scientific workflow use, research, development, and education. WRENCH capitalizes on recent and critical advances in the state of the art of distributed platform/application simulation. WRENCH builds on top of the open-source SimGrid simulation framework. SimGrid enables the simulation of large-scale distributed applications in a way that is accurate (via validated simulation models), scalable (low ratio of simulation time to simulated time, ability to run large simulations on a single computer with low compute, memory, and energy footprints), and expressive (ability to simulate arbitrary platform, application, and execution scenarios). WRENCH provides directly usable high-level simulation abstractions using SimGrid as a foundation. More information on https://wrench-project.org.

In a nutshell, WRENCH makes it possible to:

  • Prototype implementations of Workflow Management System (WMS) components and underlying algorithms;
  • Quickly, scalably, and accurately simulate arbitrary workflow and platform scenarios for a simulated WMS implementation; and
  • Run extensive experimental campaigns to conclusively compare workflow executions, platform architectures, and WMS algorithms and designs.

 

Reference to the paper:

  • [PDF] [DOI] H. Casanova, S. Pandey, J. Oeth, R. Tanaka, F. Suter, and R. Ferreira da Silva, “WRENCH: A Framework for Simulating Workflow Management Systems,” in 13th Workshop on Workflows in Support of Large-Scale Science (WORKS’18), 2018, p. 74–85.
    [Bibtex]
    @inproceedings{casanova-works-2018,
    title = {WRENCH: A Framework for Simulating Workflow Management Systems},
    author = {Casanova, Henri and Pandey, Suraj and Oeth, James and Tanaka, Ryan and Suter, Frederic and Ferreira da Silva, Rafael},
    booktitle = {13th Workshop on Workflows in Support of Large-Scale Science (WORKS'18)},
    year = {2018},
    pages = {74--85},
    doi = {10.1109/WORKS.2018.00013}
    }

 

367 views

You may also like

Leave a Reply

Your email address will not be published. Required fields are marked *