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Azure: Databases (SQL,Cosmos, Warehouses, Data Lake)

Cosmos DB
  •  Can be used with Serverless Computing
  • Globally Distributed
  • Elastic
  • Various regions
  • Can also scale storage
  • Can use SQL API
  • Enterprise ready
 The High availability helps web, gaming, IoT, and mobile 

Data Lake

  •  Enterprise
  • Big Data
  • Storing all Sorts of Data
  • Integrates with data warehouses
  • Processing
  • Analytics
  • Pay per job
  • Instant Scale
  • Used for things like
    • Xbox Live
    • Office 365
    • Skype
    • Big

SQL Database

  •  Can import data from there to Classic Machine Studio
  • Current Operational
  • Normalized Relational
  • Max Capacity is 4 TB
  • Always on by design
    • Create
    • Retrive
    • Update
    • Delete
  • Query Limit - 6400
  • Machine Learning built in (See: Azure Machine Learning Service, and Azure Machine Learning Studio Classic)

SQL Data Warehouse
  • For external data, historical operational
  • Denormalized (into larger table [notes unclear])
  • Near unlimited storage with 240 TB
  • Paused post analysis
  • Limited number of uses
  • Query Limit - 32


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