GITBOOK-640: Updates based on the received feedback

developers/compute-to-data/README.md

@@ -18,18 +18,7 @@ Private data has the potential to drive groundbreaking discoveries in science an
 The Ocean Protocol provides a compute environment that you can access at the following address: [https://stagev4.c2d.oceanprotocol.com/](https://stagev4.c2d.oceanprotocol.com/). Feel free to explore and utilize this platform for your needs.
 {% endhint %}
 
-We suggest reading these guides to get an understanding on how compute-to-data works:
-
-### User Guides
-
-* [How to write compute to data algorithms](../../user-guides/compute-to-data/make-a-boss-c2d-algorithm.md)
-* [How to publish a compute to data algorithm](../../user-guides/compute-to-data/publish-a-c2d-algorithm-nft.md)
-* [How to publish a dataset for compute to data](../../user-guides/compute-to-data/publish-a-c2d-data-nft.md)
-
-### Developer Guides
-
-* [How to use compute to data with ocean.js](../ocean.js/cod-asset.md)
-* [How to use compute to data with ocean.py](../ocean.py/compute-flow.md)
+We suggest reading these guides to get an understanding of how compute-to-data works:
 
 ### Architecture & Overview Guides
 
@@ -38,6 +27,17 @@ We suggest reading these guides to get an understanding on how compute-to-data w
 * [Writing Algorithms](compute-to-data-algorithms.md)
 * [Compute options](compute-options.md)
 
+### User Guides
+
+* [How to write compute to data algorithms](../../user-guides/compute-to-data/make-a-boss-c2d-algorithm.md)
+* [How to publish a compute-to-data algorithm](../../user-guides/compute-to-data/publish-a-c2d-algorithm-nft.md)
+* [How to publish a dataset for compute to data](../../user-guides/compute-to-data/publish-a-c2d-data-nft.md)
+
+### Developer Guides
+
+* [How to use compute to data with ocean.js](../ocean.js/cod-asset.md)
+* [How to use compute to data with ocean.py](../ocean.py/compute-flow.md)
+
 ### Infrastructure Deployment Guides
 
 * [Minikube Environment](../../infrastructure/compute-to-data-minikube.md)

developers/compute-to-data/compute-to-data-architecture.md

@@ -5,7 +5,17 @@ description: Architecture overview
 
 # Architecture
 
-### Architecture Overview
+Compute-to-Data (C2D) is a cutting-edge data processing paradigm that enables secure and privacy-preserving computation on sensitive datasets.
+
+In the C2D workflow, the following steps are performed:
+
+1. The consumer initiates a compute-to-data job by selecting the desired data asset and algorithm, and then, the orders are validated via the dApp used.
+2. A dedicated and isolated execution pod is created for the C2D job.
+3. The execution pod loads the specified algorithm into its environment.
+4. The execution pod securely loads the selected dataset for processing.
+5. The algorithm is executed on the loaded dataset within the isolated execution pod.
+6. The results and logs generated by the algorithm are securely returned to the user.
+7. The execution pod deletes the dataset, algorithm, and itself to ensure data privacy and security.
 
 <figure><img src="../../.gitbook/assets/c2d/c2d_compute_job.png" alt=""><figcaption><p>Compute architecture overview</p></figcaption></figure>
 

rewards/df-max-out-yield.md

@@ -67,6 +67,7 @@ The asset may be of any type — dataset, an algorithm for Compute-to-Data, or a
 To qualify for DF, an asset must also:
 
 * Have been created by Ocean Smart contracts [deployed](https://github.com/oceanprotocol/contracts/blob/v4main/addresses/address.json) by OPF to [production networks](../discover/networks/)
+* The asset must be listed on Ocean Market
 * Can’t be in [purgatory](https://github.com/oceanprotocol/list-purgatory/blob/main/policies/README.md)
 
 ### A Brief History of Data Farming

user-guides/compute-to-data/make-a-boss-c2d-algorithm.md

@@ -8,7 +8,7 @@ description: >-
 
 <figure><img src="../../.gitbook/assets/gif/like-a-boss.gif" alt=""><figcaption></figcaption></figure>
 
-The beginning of any great algorithm for Compute-to-Data starts by referencing the dataset asset correctly on the Docker container. Read on, anon.
+The beginning of any algorithm for Compute-to-Data starts by loading the dataset correctly. Read on, anon 👨🏻‍💻
 
 ### Open the local dataset file