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Data Mesh - Domain Driven & Architectural Patterns

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Here to share my experience in the realm of expertise:

Cloud Adoption Applied AI, ML & MLOps Microservices 2.0 Digital Portfolio & Product P&L Federated Learning (Adv. AI) IaC, X-Ops, Containers, CaaS (Container-as-a-Service| Kubernetes), CaaS Governance (HELM) Digital Product UX/UI/LCNC (PWA/Micro frontend/ Low Code No Code canvass/ Self Service Interface) Distributed Computing Cybersecurity Industry 4.0 (IIoT, Intelligent Operation Platform, OT & IT) Blockchain in Data Trust Data & Digital Transformation

Data Mesh Domain-Driven Patterns

Domain-driven architecture Pattern simulation of Data Mesh are as following for "E-Commerce/e-shop (Overall Biz Domain: ECommerce)" with -

1. Domain : Product
    a. Bounded Context : Product  
    b. Data Product Name : Product Sales  

2. Domain : Product Recommendation
    a. Bounded Context : Production Recommendation  
    b. Data Product Name : Recommendation  

3. Domain : Customer
    a. Bounded Context : Customer  
    b. Data Product Name : Customer Data  

4. Domain : Customer
    a. Bounded Context : Customer  
    b. Data Product Name : Customer Segmentation  

5. Domain : Customer
    a. Bounded Context : Customer  
    b. Data Product Name : Customer Interactions  

6. Domain : Churn
    a. Bounded Context : Churn Detection
    b. Data Product Name : Churn Detection 

7. Domain : E-Shop
    a. Bounded Context : E-Shop 
    b. Data Product Name : Shopping cart 

8. Domain : E-Shop
    a. Bounded Context : E-Shop 
    b. Data Product Name : Page Navigation 

9. Domain : E-Shop
    a. Bounded Context : E-Shop 
    b. Data Product Name : User Information 

5. Domain : Order Processing
    a. Bounded Context : Order Processing  
    b. Data Product Name : OrderProcessingUpdate  

... more..

E-Commerce Overview showcase

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SHOP-Sales ORDER-CUSTOMER-PRODUCT Domain-Implementation

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SALES ORDER Sub-domain

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Product Sub-domain

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Product-sales-dataProduct

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Product-recommendation-dataProduct

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Customer Sub-domain

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customer-interactions-dataProduct

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customer-segementation-dataProduct

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Data Mesh Architectural Patterns

  • Enterprise Data Mesh Architecture

  • Data Mesh & Data Product Architecture

  • Data Mesh & Data Product Catalog

  • Data Mesh & Event Streaming backbone

  • Data Mesh & Data Lineage

  • Data Mesh & AI ML

  • Data Mesh & CDC

  • Data Mesh & Real time Data Synch

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