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09/13/2023
Lotaru: Locally Predicting Workflow Task Runtimes for Resource Management on Heterogeneous Infrastructures
Many resource management techniques for task scheduling, energy and carb...
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05/15/2023
Validity Constraints for Data Analysis Workflows
Porting a scientific data analysis workflow (DAW) to a cluster infrastru...
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02/15/2023
How Workflow Engines Should Talk to Resource Managers: A Proposal for a Common Workflow Scheduling Interface
Scientific workflow management systems (SWMSs) and resource managers tog...
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01/24/2023
WEASEL 2.0 – A Random Dilated Dictionary Transform for Fast, Accurate and Memory Constrained Time Series Classification
A time series is a sequence of sequentially ordered real values in time....
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08/16/2022
Reshi: Recommending Resources for Scientific Workflow Tasks on Heterogeneous Infrastructures
Scientific workflows typically comprise a multitude of different process...
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07/28/2022
ClaSP – Parameter-free Time Series Segmentation
The study of natural and human-made processes often results in long sequ...
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06/08/2022
Motiflets – Fast and Accurate Detection of Motifs in Time Series
A motif intuitively is a short time series that repeats itself approxima...
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05/23/2022
Lotaru: Locally Estimating Runtimes of Scientific Workflow Tasks in Heterogeneous Clusters
Many scientific workflow scheduling algorithms need to be informed about...
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10/05/2021
A Community Roadmap for Scientific Workflows Research and Development
The landscape of workflow systems for scientific applications is notorio...
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06/09/2021
Workflows Community Summit: Advancing the State-of-the-art of Scientific Workflows Management Systems Research and Development
Scientific workflows are a cornerstone of modern scientific computing, a...
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08/25/2020
TabSim: A Siamese Neural Network for Accurate Estimation of Table Similarity
Tables are a popular and efficient means of presenting structured inform...
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08/17/2020
HunFlair: An Easy-to-Use Tool for State-of-the-Art Biomedical Named Entity Recognition
Summary: Named Entity Recognition (NER) is an important step in biomedic...
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06/04/2020
Portability of Scientific Workflows in NGS Data Analysis: A Case Study
The analysis of next-generation sequencing (NGS) data requires complex c...
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06/14/2019
NLProlog: Reasoning with Weak Unification for Question Answering in Natural Language
Rule-based models are attractive for various tasks because they inherent...
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09/18/2018
Finding k-Dissimilar Paths with Minimum Collective Length
Shortest path computation is a fundamental problem in road networks. How...
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05/30/2018
Predictive Performance Modeling for Distributed Computing using Black-Box Monitoring and Machine Learning
In many domains, the previous decade was characterized by increasing dat...
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05/04/2018
Cross-lingual Candidate Search for Biomedical Concept Normalization
Biomedical concept normalization links concept mentions in texts to a se...
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01/11/2018
Multidimensional Range Queries on Modern Hardware
Range queries over multidimensional data are an important part of databa...
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01/26/2017