4. A caixa de sapato digital
Data Science
Real-Time
Hadoop DB
Hive
Predictive
Business Intelligence Data Mining
QuerySelf-Service
Batch
Operational
Analytics
Data Warehouse
Machine Learning
Visualization
SQL Pig
Insight
Ad-Hoc Map Reduce
Interactive
Dremel
Exploratory
Unstructured
Social
Pivot
Hadoop
Cloud Scale
Big Query
Text Analytics
Reporting
Drill
6. Arquitetura do Hadoop
Business Intelligence
(Excel, Power View, SSAS…)
Data Integration
Active Directory
(Future)
Pipeline / workflow
(Oozie)
System Center
(Future)
Log file aggregation
(Flume)
Distributed Storage
(HDFS)
( ODBC / SQOOP/ REST)
Distributed Processing
(Map Reduce)
NoSQL Database
(HBase)
Machine Learning
(Mahout)
Stats processing
(RHadoop)
Graph
(Pegasus)
Metadata
(HCatalog)
7. Arquitetura do Hadoop
Business Intelligence
(Excel, Power View, SSAS…)
Data Integration
Active Directory
(Future)
Pipeline / workflow
(Oozie)
System Center
(Future)
Log file aggregation
(Flume)
Distributed Storage
(HDFS)
( ODBC / SQOOP/ REST)
Distributed Processing
(Map Reduce)
NoSQL Database
(HBase)
Machine Learning
(Mahout)
Stats processing
(RHadoop)
Graph
(Pegasus)
Metadata
(HCatalog)
8. Relacionamento através de PK e FK
“Pequeno” volume de dados
Mudando o mindset para Big Data
HDInsight
NoSQL com conceito de Chave/Valor
Grande volume de dados
SQL Server