Scalable Genomic Pipeline Optimization with Nextflow and Singularity
An engineering deep-dive into resolving dependency conflicts and compute scaling bottlenecks in biomedical data workflows using Nextflow and containerization.
Singularity
Why Docker Fails in HPC and How Singularity Fixes It
How user privileges, filesystem mounts, and scheduler constraints make Docker a poor default in HPC and why Apptainer remains the better execution model.