Simulation Building Blocks

Prototype implementations of Workflow Management System (WMS) components and underlying algorithms

Simulation Accuracy

Captures the behavior of a real-world system with as little bias as possible via validated simulation models

Scalability

Low ratio of simulation time to simulated time, ability to run large simulations on a single computer with low compute, memory, and energy footprints

Reproducible Results

Reproduction or repetition of published results by a party working independently using the same/different simulation models

Education

Simulation-driven pedagogic modules for teaching parallel and distributed computing

The eduWRENCH Project provides a set of simulation-driven, self-contained, modules that span a range of proficiency levels, from college freshmen to graduate students, and for assessing the pedagogic effectiveness of simulation-drive pedagogy

What is WRENCH?

WRENCH enables novel avenues for scientific workflow use, research, development, and education in the context of large-scale scientific computations and data analyses. WRENCH is an open-source library for developing simulators. WRENCH exposes several high-level simulation abstractions to provide high-level building blocks for developing custom simulators.

WRENCH provides a software framework that makes it possible to simulate large-scale hypothetical scenarios quickly and accurately on a single computer, obviating the need for expensive and time-consuming trial and error experiments.

WRENCH enables scientists to make quick and informed choices when executing their workflows, software developers to implement more efficient software infrastructures to support workflows, and researchers to develop novel efficient algorithms to be embedded within these software infrastructures.

WRENCH in numbers (since 2018)

stable software releases

K

lines of code of WRENCH core software

pedagogic modules

peer-reviewed research papers

WRENCH-enabled simulators for research

contributors for WRENCH core software

peer-reviewed papers and thesis citing WRENCH

simulators for pedagogic modules

 

Highlighted Publications

Developing Accurate and Scalable Simulators of Production Workflow Management Systems with WRENCH

H. Casanova, R. Ferreira da Silva, R. Tanaka, S. Pandey, G. Jethwani, W. Koch, S. Albrecht, J. Oeth, and F. Suter
Future Generation Computer Systems, 2020. DOI: 10.1016/j.future.2020.05.030

Teaching Parallel and Distributed Computing Concepts in Simulation with WRENCH

R. Tanaka, R. Ferreira da Silva, and H. Casanova
Workshop on Education for High-Performance Computing (EduHPC), 2019. DOI: 10.1109/EduHPC49559.2019.00006

Characterizing, Modeling, and Accurately Simulating Power and Energy Consumption of I/O-intensive Scientific Workflows

R. Ferreira da Silva, H. Casanova, A. Orgerie, R. Tanaka, E. Deelman, and F. Suter
Journal of Computational Science, 2020. DOI: 10.1016/j.jocs.2020.101157

WRENCH: A Framework for Simulating Workflow Management Systems

H. Casanova, S. Pandey, J. Oeth, R. Tanaka, F. Suter, and R. Ferreira da Silva
13th Workshop on Workflows in Support of Large-Scale Science (WORKS’18), 2018. DOI: 10.1109/WORKS.2018.00013.