Lotaru: Locally Estimating Runtimes of Scientific Workflow Tasks in Heterogeneous Clusters

Author:

Bader Jonathan1,Lehmann Fabian2,Thamsen Lauritz3,Will Jonathan1,Leser Ulf2,Kao Odej1

Affiliation:

1. Technische Universität Berlin, Germany

2. Humboldt-Universität zu Berlin, Germany

3. University of Glasgow, United Kingdom

Funder

Funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation)

Publisher

ACM

Reference47 articles.

1. Fairness Resource Sharing for Dynamic Workflow Scheduling on Heterogeneous Systems

2. Jonathan Bader , Lauritz Thamsen , Svetlana Kulagina , Jonathan Will , Henning Meyerhenke , and Odej Kao . 2021 . Tarema: Adaptive Resource Allocation for Scalable Scientific Workflows in Heterogeneous Clusters. In BigData . IEEE. Jonathan Bader, Lauritz Thamsen, Svetlana Kulagina, Jonathan Will, Henning Meyerhenke, and Odej Kao. 2021. Tarema: Adaptive Resource Allocation for Scalable Scientific Workflows in Heterogeneous Clusters. In BigData. IEEE.

3. Jorge  G Barbosa and Belmiro Moreira . 2011. Dynamic scheduling of a batch of parallel task jobs on heterogeneous clusters. Parallel computing 37, 8 ( 2011 ). Jorge G Barbosa and Belmiro Moreira. 2011. Dynamic scheduling of a batch of parallel task jobs on heterogeneous clusters. Parallel computing 37, 8 (2011).

4. G Bruce Berriman , Ewa Deelman , John  C Good , Joseph  C Jacob , Daniel  S Katz , Carl Kesselman , Anastasia  C Laity , Thomas  A Prince , Gurmeet Singh , and Mei-Hu Su. 2004. Montage: a grid-enabled engine for delivering custom science-grade mosaics on demand . In Optimizing scientific return for astronomy through information technologies, Vol. 5493 . SPIE , 221–232. G Bruce Berriman, Ewa Deelman, John C Good, Joseph C Jacob, Daniel S Katz, Carl Kesselman, Anastasia C Laity, Thomas A Prince, Gurmeet Singh, and Mei-Hu Su. 2004. Montage: a grid-enabled engine for delivering custom science-grade mosaics on demand. In Optimizing scientific return for astronomy through information technologies, Vol. 5493. SPIE, 221–232.

5. Brendan Burns , Brian Grant , David Oppenheimer , Eric Brewer , and John Wilkes . 2016. Borg , omega, and kubernetes. Queue 14, 1 ( 2016 ). Brendan Burns, Brian Grant, David Oppenheimer, Eric Brewer, and John Wilkes. 2016. Borg, omega, and kubernetes. Queue 14, 1 (2016).

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