Big Data Solution Deployment Models - Neudesic · Deployment Models On Premise Deployment •...

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Big Data Solution Deployment Models

Presented By: Orion GebremedhinBI/Big Data Solution Partner , Neudesic LLC.

Data Platform VTSP, Microsoft Corp.

@OrionGM


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Deployment Models

On Premise Deployment• Microsoft Analytics Platform System (APS)

• Oracle Big Data Appliance

• Hortonworks Data Platform (HDP)

• Cloudera's CDH

• Pivotal Data Computing Appliance (DCA)

Big Data-as-a-Service• HDInsight

• Cloudera on AWS

• Amazon RedShift

• Amazon Elastic MapReduce


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HDInsight: Hadoop-as-a-Cloud Service


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HDFS

* A Modern Data Architecture with Apache Hadoop, Hortonworks Inc. 2014


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HDInsight Versions


Architecting the Modern Data Warehouse

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The ETL Automation Model

* A Modern Data Architecture with Apache Hadoop, Hortonworks Inc. 2014


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The ETL Automation Model


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Iterative Exploration


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The Data Warehouse On-demand Model


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BI Integration Model


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Hybrid BI-Integration Model (Cloud)

Cube

Power BI

SSIS

ED

W

TabularE

SA

Direct Access/ Report Model Level Integration

Data Layer Level Integration

On-Demand-Compute

Cloud Storage

AZCopyPowerShell


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Data Sources

Reporting & Analytics

Staging

Mainframes and proprietary data sources

Flat Files sourcesSQL Server

HDFS

Hadoop

Data Integration tool

Enterprise Data Models

EnterpriseStaging Area

EDW

EnterpriseData Warehouse

Charts and DashboardsReports

Oracle, DB2, etc

Self-Service BI(Excel Pivot Reports, etc)

Hybrid BI Integration Model (on-prem)


Questions?Tom Marek

[email protected]

Twitter: @twmarek

Orion Gebremedhin

[email protected]

Twitter: @OrionGM

Big Data Solution Deployment Models - Neudesic · Deployment Models On Premise Deployment •...

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