Research graph
References from Twelve quick tips for designing AI-driven HPC workflows. Local targets link to admitted publications; unresolved targets remain external evidence.
Enabling dynamic and intelligent workflows for HPC, data analytics, and AI convergence
10.1016/j.future.2022.04.014 · 2022 · External reference
Fifteen quick tips for success with HPC, i.e., responsibly BASHing that Linux cluster
10.1371/journal.pcbi.1009207 · 2021 · External reference
10.1145/3458817.3476209
10.1145/3458817.3476209 · External reference
10.1145/3600006.3613165
10.1145/3600006.3613165 · External reference
10.1145/3625549.3658685
10.1145/3625549.3658685 · External reference
OME-Zarr: a cloud-optimized bioimaging file format with international community support
10.1007/s00418-023-02209-1 · 2023 · External reference
ADIOS 2: The Adaptable Input Output System. A framework for high-performance data management
10.1016/j.softx.2020.100561 · 2020 · External reference
Singularity: Scientific containers for mobility of compute
10.1371/journal.pone.0177459 · 2017 · External reference
Nine quick tips for software containerization
10.1371/journal.pcbi.1014197 · 2026 · External reference
Sustainable data analysis with Snakemake
10.12688/f1000research.29032.2 · 2021 · External reference
Accelerating the machine learning lifecycle with MLflow
2018 · External reference
Membership inference attacks on machine learning: a survey
10.1145/3523273 · 2022 · External reference
Nextflow enables reproducible computational workflows
10.1038/nbt.3820 · 2017 · External reference
Unresolved reference
External reference
10.1145/3307681.3325400
10.1145/3307681.3325400 · External reference
Pegasus, a workflow management system for science automation
10.1016/j.future.2014.10.008 · 2015 · External reference
FireWorks: a dynamic workflow system designed for high‐throughput applications
10.1002/cpe.3505 · 2015 · External reference
10.25080/majora-7b98e3ed-013
10.25080/majora-7b98e3ed-013 · External reference
Unresolved reference
External reference
The GA4GH task execution application programming interface: enabling easy multicloud task execution
10.1109/mcse.2024.3414994 · 2024 · External reference
Applying the FAIR principles to computational workflows
10.1038/s41597-025-04451-9 · 2025 · External reference
10.1109/mc.2024.3401542
10.1109/mc.2024.3401542 · External reference
10.2172/2474744
10.2172/2474744 · 2024 · External reference
FireWorks: a dynamic workflow system designed for high‐throughput applications
10.1002/cpe.3505 · ExternalCitation · doi-reference
OME-Zarr: a cloud-optimized bioimaging file format with international community support
10.1007/s00418-023-02209-1 · ExternalCitation · doi-reference
Pegasus, a workflow management system for science automation
10.1016/j.future.2014.10.008 · ExternalCitation · doi-reference
Enabling dynamic and intelligent workflows for HPC, data analytics, and AI convergence
10.1016/j.future.2022.04.014 · ExternalCitation · doi-reference
ADIOS 2: The Adaptable Input Output System. A framework for high-performance data management
10.1016/j.softx.2020.100561 · ExternalCitation · doi-reference
Nextflow enables reproducible computational workflows
10.1038/nbt.3820 · ExternalCitation · doi-reference
Applying the FAIR principles to computational workflows
10.1038/s41597-025-04451-9 · ExternalCitation · doi-reference
10.1109/mc.2024.3401542
10.1109/mc.2024.3401542 · ExternalCitation · doi-reference
The GA4GH task execution application programming interface: enabling easy multicloud task execution
10.1109/mcse.2024.3414994 · ExternalCitation · doi-reference
10.1145/3307681.3325400
10.1145/3307681.3325400 · ExternalCitation · doi-reference
10.1145/3458817.3476209
10.1145/3458817.3476209 · ExternalCitation · doi-reference
Membership inference attacks on machine learning: a survey
10.1145/3523273 · ExternalCitation · doi-reference
10.1145/3600006.3613165
10.1145/3600006.3613165 · ExternalCitation · doi-reference
10.1145/3625549.3658685
10.1145/3625549.3658685 · ExternalCitation · doi-reference
Sustainable data analysis with Snakemake
10.12688/f1000research.29032.2 · ExternalCitation · doi-reference
Fifteen quick tips for success with HPC, i.e., responsibly BASHing that Linux cluster
10.1371/journal.pcbi.1009207 · ExternalCitation · doi-reference
Nine quick tips for software containerization
10.1371/journal.pcbi.1014197 · ExternalCitation · doi-reference
Singularity: Scientific containers for mobility of compute
10.1371/journal.pone.0177459 · ExternalCitation · doi-reference
10.2172/2474744
10.2172/2474744 · ExternalCitation · doi-reference
10.25080/majora-7b98e3ed-013
10.25080/majora-7b98e3ed-013 · ExternalCitation · doi-reference
