Post on 19-Jul-2015
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Big Data = Business Value ?
60% of Big Data projects
FAILto go beyond pilot and will be abandoned
(through 2017) - Gartner
Azure Persistence Choices
• Storage• Store Simple
Files
• Data Lake• HDInsight• Cloudera
Hadoop• MANY…
NoSQL
• SQL Azure• SQL Azure DW• SQL Server on Azure
VM
Relational
Azure Persistence Choices Detailed
• Storage• Store Simple
Files
• Data Lake• HDInsight• Cloudera
Hadoop• Redis Caching• DataStax Enterprise• Document DB• Mongo Labs• Graph Engine
NoSQL
• SQL Azure• SQL Azure DW• SQL Server on Azure VM
Relational
Azure Data Cleaning Choices
ETL
• SQL Server VM•Data Pipeline
Client
•Power BI•Power Query
ML
•Azure ML•Data Marketplace• SQL Server DQS
Data Model
On PremiseSQL Server+
CloudAzure+
Key-ValueQueues
NoneWindows Queues
Azure Redis CacheAzure Queues
Wide Sparse Columns
Columnstore IndexSSAS Tabular Models
Azure Tables DataStax Enterprise (Cassandra)
Files FileTable, FilestreamXML data type
Azure BLOB StoreStoreSimple
JSON or Graph
SQL Server 2016None
Azure DocumentDB / Graph Engine (beta)Hosted MongoDB or Neo4J
LargeRelational
SQL Server EnterprisePDWSQL Analysis Services
SQL Database (basic, standard, premium)APSSQL Data Warehouse
Hadoop Hortonworks HDInsight/ Data Lake,Hosted Cloudera
Other Stream Insight Event Hub, StreamAnalytics, MLMarketplace
Big Data = Business Value ?
60% of Big Data projects
FAILto go beyond pilot and will be abandoned
(through 2017) - Gartner