Evolving On-Demand Infrastructure for Hadoop 2.0 Featuring MapR Distribution, YARN and Tez with...

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Transcript of Evolving On-Demand Infrastructure for Hadoop 2.0 Featuring MapR Distribution, YARN and Tez with...

Multi-structured And Stream Source Data

Evolving On-Demand Infrastructure for Big Data

Dashboards & Visualizations

Data Warehouse

OLAP

DataDiscovery

HCatalog

ANALYTIC OFFLOAD

Analytic Applications

Structured Source Data

E-T-L

Data Warehouse Augmentation (SQL on Hadoop)

YARNREST/JSON APIs

Storm

Tez

E-L-T

E-L-T

Ambari

Advanced AnalyticsPredictive Modeling

ForecastingOptimization

NOSQL DATABASE

Scale-out

Key-value StoreDocument Store

Graph Store

ANALYTIC DATABASE

Scale-up

In-memory Columnar Store

Multi-structured And Stream Source Data

Evolving On-Demand Infrastructure for Big Data

Dashboards & Visualizations

Data Warehouse

OLAP

DataDiscovery

HCatalog

ANALYTIC OFFLOAD

Analytic Applications

Structured Source Data

E-T-L

Data Warehouse Augmentation (SQL on Hadoop)

YARNREST/JSON APIs

Storm

Tez

E-L-T

E-L-T

Ambari

Advanced AnalyticsPredictive Modeling

ForecastingOptimization

NOSQL DATABASE

Scale-out

Key-value StoreDocument Store

Graph Store

ANALYTIC DATABASE

Scale-up

In-memory Columnar Store