Workflows

What is a Workflow?
1308 Workflows visible to you, out of a total of 1393
Stable

COMPSs Matrix Multiplication resourceUsage profiling example.

MN5 MSIZE=20 BSIZE=768 7 Nodes (6 workers) (--num_nodes=7 --worker_in_master_cpus=0).

  • Total number of tasks: 20^3 = 8000
  • Maximum code parallelism: 20^2 = 400
  • Total cores: 112*6 = 672
  • Maximum utilisation: 400 / 112 = 3,57 Nodes

Overall stats from "pycompss inspect":

│ └── overall 
│ ├── matmul_tasks 
│ │ └── multiply 
│ │ ├── maxTime = 91,111 ms 
│ │ ├── executions = 8,000 
│ │ ├── avgTime = 84,839 ms 
│ │ └── minTime = 79,278 ms
...

Type: COMPSs

Creators: Raül Sirvent, Rosa M Badia

Submitter: Raül Sirvent

Application that perform the multiplication between matrices. In this experiment, a new profiling visualization is available, showing the resource usage such as CPU, memory, data read and written to disk, and data sent and received over the network.

Type: COMPSs

Creators: Raül Sirvent, Nicolò Giacomini

Submitter: Nicolò Giacomini

Complete multiplex tissue image (MTI) analysis pipeline for tissue microarray (TMA) data imaged using cyclic immunofluorescence: Performs illumination correction, stitching and registration, and tissue microarray segmentation. Tissue-segmented images undergo nuclear segmentation, cell/nuclei feature quantification (mean marker intensities, cell coordinates, and morphological features), and cell phenotyping. Produces outputs that are compatible with downstream single-cell/spatial analysis and ...

Type: Galaxy

Creator: Cameron Watson

Submitter: WorkflowHub Bot

GitHub Actions CI Status GitHub Actions Linting StatusAWS CI[![Cite ...

Type: Nextflow

Creator: Nils Homer

Submitter: WorkflowHub Bot

Work-in-progress

Digitial Twin Component for Earthquakes (DTC-E) WorkFlow 2 (WF7502) generates synthetic shaking simulations (shakemaps) for seismic sources at different time scales, and automatically incorporates new data as it becomes available.

The workflow consists of multiple steps (ST), datasets (DT), and software services (SS). Below is a simplified breakdown:

Data Ingestion & Preprocessing

  • ST750201: Assimilates real-time earthquake data from external sources.
  • ST750202: Extracts earthquake ...

GitHub Actions CI Status GitHub Actions Linting StatusAWS CI[![Cite with ...

Type: Nextflow

Creators: Daniel Straub, Alexander Peltzer

Submitter: WorkflowHub Bot

Work-in-progress

AnnoAudit - Annotation Auditor

AnnoAudit is a robust Nextflow pipeline designed to evaluate the quality of genomic annotations through a multifaceted approach.

Overview of the workflow

The workflow assess the annotation quality based on different criteria:

  • Protein evidence support
  • RNASeq evidence support
  • Statistics of the predictions (i.e., gene length, exon number, etc.)
  • Ortholog analysis (BUSCO, OMArk)

Input data

  • Reference genome genome.[.fna, .fa, .fasta]
  • Annotation ...

Type: Nextflow

Creator: Phuong Doan

Submitter: Phuong Doan

DOI: 10.48546/workflowhub.workflow.1330.1

Stable

Prostate cancer classification workflow

This workflow segments tissue regions and classifies prostate cancer on H&E whole slide images, using AI. It consists of three steps:

  1. low-resolution tissue segmentation to select areas for further processing;

  2. high-resolution tissue segmentation to refine borders - it uses step 1 as input;

  3. high-resolution normal/cancer classification - it uses step 1 as input.

Type: Common Workflow Language

Creator: Mauro Del Rio

Submitter: Simone Leo

Stable

Tissue segmentation workflow

This workflow performs tissue segmentation on H&E whole slide images using AI.

Type: Common Workflow Language

Creator: Mauro Del Rio

Submitter: Simone Leo

This workflow generates Hi-C contact maps for genome assemblies in the Pretext format. It is compatible with one or 2 haplotypes. It includes tracks for PacBio read coverage, Gaps, and telomeres. The Pretext files can be open in PretextView for the manual curation of genome assemblies.

Type: Galaxy

Creators: Patrik Smeds, Delphine Lariviere

Submitter: WorkflowHub Bot

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