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Google Cloud
Platform (Management (StackDriver, Cloud Composer,…
Google Cloud
Platform
:
Data Storage
SQL
MySQL
- Good for simple querying
- Good for quick reads/writes
PostgreSQL
- Good for more advanced complex queries
- Good for quick reads/writes
NoSQL
BigTable
- Columnar database
- Better optimised for throughput
- Key-value pairs
Datastore
- Document database
- Better optimised for specific querying needs
Analytics
BigQuery
- Data Warehousing
- Interprets the format by reading first 100 rows
- Fully managed, no server resources provisioned
- Access through SDK's, Web UI's or clients
- Third party tools are available
- Table types: BigQuery, BigTable, Cloud Storage or Google Drive or Views
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Storage
Cloud Storage
- Blobs
- Video or image files
Block Storage
- Persistent disks or HDD's
- SSD's
Compute
App Engine
- PaaS Option
- Completely serverless
- Ops free
Compute Engine
- IaaS Option
- Provision resources
- Controllable down to O/S level
Container Engine
- Clusters of machines running Kubernetes
- Series of containers
Processing/ ETL
Cloud Dataflow
- Serverless
- Can do streaming or batch
Data Fusion
- Includes data flow lineage
- ETL tool with a GUI
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Big Data
Cloud Dataproc
- Cloud native Hadoop
- Cloud native Hive
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Governance
Data Catalog
- Fully managed
- Data Discovery & Metadata Management
- Annotate business metadata in collaborative manor
- Provides the foundation for Data Governance
- Stores metadata entries in Cloud Spanner
- Real-time batch sync for auto-ingestion of technical metadata
- Google search index
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