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Answer: As a scalable object storage for raw and processed data, ensuring high availability and durability
**Correct Option: D. As a scalable object storage for raw and processed data, ensuring high availability and durability** Google Cloud Storage is designed as a highly scalable and durable object storage service, making it ideal for storing vast amounts of data, from raw inputs to processed outputs, in a global e-commerce platform. It offers: - **Scalability**: Can handle petabytes of data daily without performance degradation. - **Durability**: Data is replicated across multiple locations for enhanced availability and durability. - **Security**: Implements robust security protocols to protect sensitive customer and transaction data. - **Integration**: Seamlessly works with other Google Cloud Platform services like Dataflow for data processing and BigQuery for analytics. **Why other options are incorrect**: - **A. As a relational database**: Google Cloud SQL or Cloud Spanner would be more appropriate for managing transactional data with complex queries. - **B. As a data visualization tool**: Google Data Studio is designed for creating real-time dashboards and visualizations. - **C. As a compute engine**: Services like Compute Engine or Cloud Functions are tailored for processing and analyzing data in real-time.
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In the context of designing a data pipeline architecture for a global e-commerce platform that processes petabytes of data daily, including customer transactions, product catalogs, and real-time analytics, what is the primary role of Google Cloud Storage? Choose the best option that aligns with the platform's requirements for scalability, durability, and integration with other Google Cloud services.
A
As a relational database to manage transactional data with complex queries
B
As a data visualization tool to generate real-time dashboards for business insights
C
As a compute engine to process and analyze data in real-time
D
As a scalable object storage for raw and processed data, ensuring high availability and durability