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1805.11877
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Predictive Performance Modeling for Distributed Computing using Black-Box Monitoring and Machine Learning
30 May 2018
Carl Witt
M. Bux
Wladislaw Gusew
Ulf Leser
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Papers citing
"Predictive Performance Modeling for Distributed Computing using Black-Box Monitoring and Machine Learning"
8 / 8 papers shown
Title
A Reinforcement Learning Based Backfilling Strategy for HPC Batch Jobs
Elliot Kolker-Hicks
Di Zhang
Dong Dai
24
5
0
14 Apr 2024
Lotaru: Locally Predicting Workflow Task Runtimes for Resource Management on Heterogeneous Infrastructures
Jonathan Bader
Fabian Lehmann
L. Thamsen
Ulf Leser
O. Kao
55
13
0
13 Sep 2023
Towards Advanced Monitoring for Scientific Workflows
Jonathan Bader
Joel Witzke
Soeren Becker
Ansgar Losser
Fabian Lehmann
Leon Doehler
Anh Duc Vu
O. Kao
53
8
0
23 Nov 2022
Collaborative Cluster Configuration for Distributed Data-Parallel Processing: A Research Overview
L. Thamsen
Dominik Scheinert
Jonathan Will
Jonathan Bader
O. Kao
63
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
65
18
0
23 May 2022
Tarema: Adaptive Resource Allocation for Scalable Scientific Workflows in Heterogeneous Clusters
Jonathan Bader
L. Thamsen
S. Kulagina
Jonathan Will
Henning Meyerhenke
O. Kao
67
22
0
09 Nov 2021
Portability of Scientific Workflows in NGS Data Analysis: A Case Study
C. Schiefer
M. Bux
J. Brandt
Clemens Messerschmidt
K. Reinert
D. Beule
Ulf Leser
26
8
0
04 Jun 2020
Multiple Workflows Scheduling in Multi-tenant Distributed Systems: A Taxonomy and Future Directions
Muhammad H. Hilman
M. A. Rodriguez
Rajkumar Buyya
35
43
0
14 Sep 2018
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