126 citations · 182 across the 7 of their papers we have counts for
5 papers · 1 filter
Lotaru: Locally Estimating Runtimes of Scientific Workflow Tasks in Heterogeneous Clusters
Jonathan Bader, Fabian Lehmann, Lauritz Thamsen +3
Many scientific workflow scheduling algorithms need to be informed about task runtimes a-priori to conduct efficient scheduling. In heterogeneous cluster infrastructures, this prob…
Workflows Community Summit: Advancing the State-of-the-art of Scientific Workflows Management Systems Research and Development
Rafael Ferreira da Silva, Henri Casanova, Kyle Chard +55
Scientific workflows are a cornerstone of modern scientific computing, and they have underpinned some of the most significant discoveries of the last decade. Many of these workflow…
Portability of Scientific Workflows in NGS Data Analysis: A Case Study
Christopher Schiefer, Marc Bux, Joergen Brandt +4
The analysis of next-generation sequencing (NGS) data requires complex computational workflows consisting of dozens of autonomously developed yet interdependent processing steps. W…
Predictive Performance Modeling for Distributed Computing using Black-Box Monitoring and Machine Learning
Carl Witt, Marc Bux, Wladislaw Gusew +1
In many domains, the previous decade was characterized by increasing data volumes and growing complexity of computational workloads, creating new demands for highly data-parallel c…
Parallelization in Scientific Workflow Management Systems
Marc Bux, Ulf Leser
Over the last two decades, scientific workflow management systems (SWfMS) have emerged as a means to facilitate the design, execution, and monitoring of reusable scientific data pr…