Oracle BigData Integration Architecture

盖国强

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6页

5次

2020-09-16

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Staging

Oracle Big Data Integration and Lambda/Kappa Architecture

1Oracle Big Data Integration and Governance

Sqoop

HDFS

Hive

Flume

Capture

Trail

Route

Deliver

Pump

Transformation

Model First

Analytics

• Oracle BIEE

• SAS, Cognos / SPSS

• Business Objects

• Microstrategy

Data Streaming

Discovery Sandbox/s

Kafka (MPP Pub/Sub)

Storm and Trident

Spark Streaming

Data First

Analytics

• Oracle Endeca

• Tableau

• Cliq

• Spotfire

In-Motion Analytics

& Data Services

• Vertical specific

• Internet of Things

/ Telematics

• Data monetization

HBase

Oracle GoldenGate

Oracle Data Integrator

Oracle Data Governance

Comprehensive Oracle Data Integration & Governance

Oracle Company Confidential 2

Fast

Load

Speed Layer

Batch Layer

Oracle Data Integrator

(Transform)

Oracle GoldenGate

(Move)

Data Service Integrator

(Federate)

Data

Governance

Foundation

Enterprise Data Quality

(Profile & Cleanse)

Enterprise Metadata Management & Business Glossary

(Business Glossary, Data Lineage, Impact Analysis and Data Provenance)

Veridata

(Verify)

Data Enrichment

(Prepare)

Real-Time Data Movement

– Low impact capture, stage in Hadoop

– Continuous data availability

Data Transformation

– Bulk data movement

– Pushdown data processing

Data Federation

– Virtualized Data Services

Data Governance

– Prepare unstructured data

– Profile data with sampling

– Clean data in real time or batch

– Verify data for consistency

– Trace lineage of all data

– Define glossary of business terms

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