Add orchestration requirements

.gitignore

@@ -1,3 +1,3 @@
-.quarto/
+/.quarto/
 index_files/
 index.html

index.qmd

@@ -14,14 +14,33 @@ format:
     width: 1300
 ---
 
-## General Requirements
+## Why do we need a workflow orchestration
 
+- To manage the flow of data and dependencies between tasks
+- To manage the execution of tasks
+
+## How we can define a workflow
+
+- Using a general purpose programming languages (e.g Python)
+- Using a domain specific language (e.g. CWL)
+- Using a graphical user interface
+
+## Orchestration Requirements
+
+- **Reproducibility**: Ensure your experiments are reproducible by tracking the code, data, model, and environment used in each run.
+- **Resource management**: Manage resources efficiently by running tasks in parallel and optimizing resource usage.
+- **Scalability**: Scale your workflows to handle large datasets and complex pipelines.
+- **Monitoring**: Track the progress of workflows and monitor their performance and results.
+- **Collaboration**: Enable collaboration between team members by sharing code, data, and results.
+
+
+<!--
 - Easy deployment of the workflow infrastructure
 - Flexible pipeline definition
 - Monitoring status, execution times, and results
 - Fast pipeline for big data (S3 / Filesystem)
 - Integration of Containers
-- Integration of HPC clusters (SLURM / Apptainers)
+- Integration of HPC clusters (SLURM / Apptainers) -->
 
 
 ## Example Workflow
@@ -36,20 +55,15 @@ format:
 ::: {.column width="50%"}
 ### Flyte
   - Kubernetes and S3 storage
-  + Flexible workflow using python function decorators `@task` and `@workflow`
+  - Flexible workflow using python function decorators `@task` and `@workflow`
   - Add HPC resources to Kubernetes
-
-  **Internal use**
 :::
 
 ::: {.column width="50%"}
 ### StreamFlow
-  + Common workflow language
-  + No special environment needed
-  + SLURM plugin available
-  + Developed by Alpha UniTO (SPACE partner)
-
-  **Workflow Distribution**
+  - Common workflow language (CWL)
+  - No special environment needed
+  - SLURM plugin available
 :::
 
 ::::