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Approaches for containerized scientific workflows in cloud environments with applications in life science

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1016/j.cpc.2018.05.021openalex-snapshot
Enabling rootless Linux Containers in multi-user environments: The udocker tool
inferredcites →https://doi.org/10.1016/j.drudis.2017.01.014openalex-snapshot
Next-generation sequencing: big data meets high performance computing
inferredcites →https://doi.org/10.1038/498255aopenalex-snapshot
The big challenges of big data
inferredcites →https://doi.org/10.1038/522115aopenalex-snapshot
How to catch a cloud
inferredcites →https://doi.org/10.1038/546173aopenalex-snapshot
Software simplified
inferredcites →https://doi.org/10.1038/nbt.3820openalex-snapshot
Nextflow enables reproducible computational workflows
inferredcites →https://doi.org/10.1038/nmeth.2654openalex-snapshot
Genomics in the clouds
inferredcites →https://doi.org/10.1038/nmeth.3959openalex-snapshot
OpenMS: a flexible open-source software platform for mass spectrometry data analysis
inferredcites →https://doi.org/10.1038/s41592-018-0046-7openalex-snapshot
Bioconda: sustainable and comprehensive software distribution for the life sciences
inferredcites →https://doi.org/10.1038/s41592-021-01102-wopenalex-snapshot
User-friendly, scalable tools and workflows for single-cell RNA-seq analysis
inferredcites →https://doi.org/10.1088/1742-6596/898/8/082021openalex-snapshot
Shifter: Containers for HPC
inferredcites →https://doi.org/10.1093/bioinformatics/bts480openalex-snapshot
Snakemake—a scalable bioinformatics workflow engine
inferredcites →https://doi.org/10.1093/bioinformatics/btt199openalex-snapshot
BioBlend: automating pipeline analyses within Galaxy and CloudMan
inferredcites →https://doi.org/10.1093/bioinformatics/btx192openalex-snapshot
BioContainers: an open-source and community-driven framework for software standardization
inferredcites →https://doi.org/10.1093/bioinformatics/bty699openalex-snapshot
Container-based bioinformatics with Pachyderm
inferredcites →https://doi.org/10.1093/gigascience/gix048openalex-snapshot
Bio-Docklets: virtualization containers for single-step execution of NGS pipelines
inferredcites →https://doi.org/10.1093/gigascience/giy149openalex-snapshot
PhenoMeNal: processing and analysis of metabolomics data in the cloud
inferredcites →https://doi.org/10.1093/gigascience/giz044openalex-snapshot
SciPipe: A workflow library for agile development of complex and dynamic bioinformatics pipelines
inferredcites →https://doi.org/10.1093/gigascience/giz054openalex-snapshot
Software engineering for scientific big data analysis
inferredcites →https://doi.org/10.1093/jamia/ocx120openalex-snapshot
Reproducible Bioconductor workflows using browser-based interactive notebooks and containers
inferredcites →https://doi.org/10.1093/nar/gky379openalex-snapshot
The Galaxy platform for accessible, reproducible and collaborative biomedical analyses: 2018 update
inferredcites →https://doi.org/10.1101/488643openalex-snapshot
Galaxy-Kubernetes integration: scaling bioinformatics workflows in the cloud
inferredcites →https://doi.org/10.1126/science.356.6338.646openalex-snapshot
Big data, big picture: Metabolomics meets systems biology
inferredcites →https://doi.org/10.1177/2472555218818756openalex-snapshot
Transfer Learning with Deep Convolutional Neural Networks for Classifying Cellular Morphological Changes
inferredcites →https://doi.org/10.1186/gb4161openalex-snapshot
Dissemination of scientific software with Galaxy ToolShed
inferredcites →https://doi.org/10.1186/s13321-016-0179-6openalex-snapshot
Towards agile large-scale predictive modelling in drug discovery with flow-based programming design principles
inferredcites →https://doi.org/10.12688/f1000research.15140.2openalex-snapshot
Recommendations for the packaging and containerizing of bioinformatics software
inferredcites →https://doi.org/10.1371/journal.pone.0152686openalex-snapshot
GUIdock: Using Docker Containers with a Common Graphics User Interface to Address the Reproducibility of Research
inferredcites →https://doi.org/10.1371/journal.pone.0177459openalex-snapshot
Singularity: Scientific containers for mobility of compute
inferredcites →https://doi.org/10.14716/ijtech.v8i4.9478openalex-snapshot
A Preliminary Study on Shifting from Virtual Machine to Docker Container for Insilico Drug Discovery in the Cloud
inferredcites →https://doi.org/10.3389/fphar.2018.01256openalex-snapshot
Predicting Off-Target Binding Profiles With Confidence Using Conformal Prediction
inferredcites →https://doi.org/10.4103/2153-3539.197197openalex-snapshot
Use of application containers and workflows for genomic data analysis
inferredcites →https://doi.org/10.4137/bbi.s28636openalex-snapshot
Biolmg.org: A Catalog of Virtual Machine Images for the Life Sciences
inferredcites →https://doi.org/10.7717/peerj-cs.158openalex-snapshot
Verifiability in computer-aided research: the role of digital scientific notations at the human-computer interface
inferredcites →https://doi.org/10.7717/peerj-cs.232openalex-snapshot
On-demand virtual research environments using microservices

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-032-03468-7_10openalex-snapshot
Bioremediation of Mining Pollutants: Eco-Innovative Approaches Involved in Sustainable Development
inferred← citeshttps://doi.org/10.3920/978-90-8686-940-4_13openalex-snapshot
13. Creating a good learning and sharing environment for bioinformatics
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