Tarema: Adaptive Resource Allocation for Scalable Scientific Workflows
in Heterogeneous Clusters

Tarema: Adaptive Resource Allocation for Scalable Scientific Workflows in Heterogeneous Clusters

9 November 2021

Henning Meyerhenke

Papers citing "Tarema: Adaptive Resource Allocation for Scalable Scientific Workflows in Heterogeneous Clusters"

15 / 15 papers shown

Title
KCES: A Workflow Containerization Scheduling Scheme Under Cloud-Edge Collaboration Framework Chenggang Shan Runze Gao Qing Han Zhen Yang Jinhui Zhang Yuanqing Xia 22 1 0 02 Jan 2024
The Common Workflow Scheduler Interface: Status Quo and Future Plans Fabian Lehmann Jonathan Bader Ramani Kothadia Ulf Leser 39 3 0 27 Nov 2023
How Workflow Engines Should Talk to Resource Managers: A Proposal for a Common Workflow Scheduling Interface Fabian Lehmann Jonathan Bader Friedrich Tschirpke L. Thamsen Ulf Leser 26 14 0 15 Feb 2023
Adaptive Resource Allocation for Workflow Containerization on Kubernetes Chenggang Shan Chu-ge Wu Yuanqing Xia Zehua Guo Dan Liu Jinhui Zhang 27 7 0 20 Jan 2023
Towards Advanced Monitoring for Scientific Workflows Jonathan Bader Joel Witzke Soeren Becker Ansgar Losser Fabian Lehmann Leon Doehler Anh Duc Vu O. Kao 32 8 0 23 Nov 2022
Leveraging Reinforcement Learning for Task Resource Allocation in Scientific Workflows Jonathan Bader Nicolas Zunker Soeren Becker O. Kao 21 8 0 22 Nov 2022
Perona: Robust Infrastructure Fingerprinting for Resource-Efficient Big Data Analytics Dominik Scheinert Soeren Becker Jonathan Bader L. Thamsen Jonathan Will O. Kao 19 3 0 15 Nov 2022
Macaw: The Machine Learning Magnetometer Calibration Workflow Jonathan Bader K. Styp-Rekowski Leon Doehler Soeren Becker O. Kao 64 4 0 17 Oct 2022
WfBench: Automated Generation of Scientific Workflow Benchmarks T. Coleman Henri Casanova Ketan Maheshwari L. Pottier Sean R. Wilkinson Justin M. Wozniak Frédéric Suter M. Shankar Rafael Ferreira da Silva 30 14 0 06 Oct 2022
Reshi: Recommending Resources for Scientific Workflow Tasks on Heterogeneous Infrastructures Jonathan Bader Fabian Lehmann Alexander Groth L. Thamsen Dominik Scheinert Jonathan Will Ulf Leser O. Kao 26 8 0 16 Aug 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 30 8 0 28 Jun 2022
Collaborative Cluster Configuration for Distributed Data-Parallel Processing: A Research Overview L. Thamsen Dominik Scheinert Jonathan Will Jonathan Bader O. Kao 26 3 0 01 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 40 16 0 23 May 2022
On the Potential of Execution Traces for Batch Processing Workload Optimization in Public Clouds Dominik Scheinert Alireza Alamgiralem Jonathan Bader Jonathan Will Thorsten Wittkopp L. Thamsen 33 10 0 16 Nov 2021
Training Data Reduction for Performance Models of Data Analytics Jobs in the Cloud Jonathan Will Onur Arslan Jonathan Bader Dominik Scheinert L. Thamsen 35 4 0 15 Nov 2021