Towards Advanced Monitoring for Scientific Workflows

23 November 2022

Papers citing "Towards Advanced Monitoring for Scientific Workflows"

8 / 8 papers shown

Title
KS+: Predicting Workflow Task Memory Usage Over Time Jonathan Bader Ansgar Lößer Lauritz Thamsen Björn Scheuermann O. Kao 27 0 0 22 Aug 2024
Low-level I/O Monitoring for Scientific Workflows Wenqing Gan Ansgar Lößer Vasilis Bountris F. Schintke Xiangfeng Luo 41 1 0 01 Aug 2024
The Common Workflow Scheduler Interface: Status Quo and Future Plans Fabian Lehmann Jonathan Bader Ramani Kothadia Ulf Leser 34 3 0 27 Nov 2023
Towards a Peer-to-Peer Data Distribution Layer for Efficient and Collaborative Resource Optimization of Distributed Dataflow Applications Dominik Scheinert Soeren Becker Jonathan Will Luis Englaender L. Thamsen 22 0 0 24 Nov 2023
Predicting Dynamic Memory Requirements for Scientific Workflow Tasks Jonathan Bader Nils Diedrich L. Thamsen O. Kao 18 6 0 14 Nov 2023
Leveraging Reinforcement Learning for Task Resource Allocation in Scientific Workflows Jonathan Bader Nicolas Zunker Soeren Becker O. Kao 21 8 0 22 Nov 2022
Get Your Memory Right: The Crispy Resource Allocation Assistant for Large-Scale Data Processing Jonathan Will L. Thamsen Jonathan Bader Dominik Scheinert O. Kao 28 8 0 28 Jun 2022
Lotaru: Locally Estimating Runtimes of Scientific Workflow Tasks in Heterogeneous Clusters Jonathan Bader Fabian Lehmann L. Thamsen Jonathan Will Ulf Leser O. Kao 32 16 0 23 May 2022