Overview
User Documentation
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Workflow Management System Simulation Workbench



WRENCH enables novel avenues for scientific workflow use, research, development, and education in the context of large-scale scientific computations and data analyses. WRENCH capitalizes on recent and critical advances in the state of the art of distributed platform/application simulation. These advances make it possible to simulate the execution of large scale workflows 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 describe arbitrary platform and application configurations, ability to prototype simulations quickly). More specifically, WRENCH is built on top of the open-source SimGrid simulation framework.

Through the use of SimGrid, WRENCH provides the ability to:

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


Architecture

WRENCH is an open-source library for developing simulators. It is neither a graphical interface nor a stand-alone simulator. WRENCH exposes several high-level simulation abstractions to provide the building blocks for developing custom simulators.

WRENCH comprises four distinct modules, each designed as a simulation component:

  • Simulation Engine: the simulation code that provides the necessary models to simulate arbitrarily interconnected hardware resources (compute, network, and storage).
  • Compute Services: abstractions for the simulated infrastructure components that can execute workflow tasks (e.g., bare-metal servers, cloud platforms, batch-scheduled clusters, etc.).
  • Other Services: abstraction for various services usable by a WMS.
  • Workflow Management System (WMS): a top-level set of abstractions, the composition of which implements a simulated WMS.
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Overview of the WRENCH architecture.

Classes of Users

WRENCH is intended for three different classes of users:

  • WMS Users: use WRENCH to guide their choices when executing their workflows using existing software insfrastructures.
  • WMS Developers: use WRENCH to prototype and evaluate alternate software infrastructure designs for better supporting workflows.
  • WMS Researchers: use WRENCH to investigate and evaluate novel efficient algorithms to be embedded within those software infrastructures that support workflows.

Levels of Documentation

The WRENCH library provides three incremental levels of documentation:

User: targets users who who want to use WRENCH for simulation the execution of scientific workflows in different simulation scenarios. Users are NOT expected to develop new simulation abstractions or algorithms for WRENCH. Instead, they use available simulation components a high-level building blocks to build a simulator.

Developer: targets WMS developers and WMS researchers that works on developing novel algorithms, services, or computing environments. In addition to documentation for all simulation components provided at the User level, documentation include detailed documentation for all abstract classes for creating custom algorithms, services, or computing environments. (See Developer Documentation)

Internal: targets those users who want to contribute code to WRENCH. The internal level provides, in addition to all levels above, a detailed documentation for all WRENCH classes including binders to SimGrid. (See Internal Documentation)

Get in Touch

The main channel to reach the WRENCH team is via the support email: support@wrench-project.org.

Bug Report / Feature Request: our preferred channel to report a bug or request a feature is via WRENCH's Github Issues Track.