Transform + analyze Data Visualize + decide Capture + manage Transform + analyze Data Visualize + decide Capture + manage Stats processing (RHadoop Machine Learning (Mahout) Distributed Processing (MapReduce) World's Data (Azure Data Marketplace) Azure Storage Vault (ASV) Active Directory (Security) Business Intelligence Excel, Power View, SSAS) Distributed Storage (HDFS) Event Driven Processing Query (Hive) Data Integration ( ODBC.
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Transcript Transform + analyze Data Visualize + decide Capture + manage Transform + analyze Data Visualize + decide Capture + manage Stats processing (RHadoop Machine Learning (Mahout) Distributed Processing (MapReduce) World's Data (Azure Data Marketplace) Azure Storage Vault (ASV) Active Directory (Security) Business Intelligence Excel, Power View, SSAS) Distributed Storage (HDFS) Event Driven Processing Query (Hive) Data Integration ( ODBC.
Transform
+ analyze
Data
Visualize
+ decide
Capture
+ manage
Transform
+ analyze
Data
Visualize
+ decide
Capture
+ manage
Stats
processing
(RHadoop
Machine
Learning
(Mahout)
Distributed Processing
(MapReduce)
World's Data
(Azure Data
Marketplace)
Azure Storage
Vault (ASV)
Active Directory
(Security)
Business
Intelligence
Excel, Power
View, SSAS)
Distributed Storage
(HDFS)
Event
Driven
Processing
Query
(Hive)
Data Integration
( ODBC / SQOOP/ REST)
Event Pipeline
(Flume)
Monitoring &
Deployment
(System Center)
Scripting
(Pig)
Relational
(SQL
Server)
Graph
(Pegasus)
Metadata
(HCatalog)
NoSQL Database
(HBase)
Pipeline / workflow
(Oozie)
PowerShell
C#, F#,
.NET
Legend
Red = Core
Hadoop
Blue = Data
processing
Purple =
Microsoft
integration
points and value
adds
Orange = Data
Movement
Green =
Packages
•
•
•
File System
Azure Storage
(Blob)
•
•
•
•
•
•
•
•
.NET
Java
Hive
Sqoop
Pig
Storm / Stream Analytics
Excel
Etc.
•
•
•
http://hive.apache.org
http://sqoop.apache.org
•
•
http://storm.apache.org/
•
•
http://hbase.apache.org
http://azure.com/hdinsight
http://azure.com/datalake
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