Building a heterogeneous Hadoop Olap system with Microsoft BI stack. PABLO DOVAL & IBON LANDA at Big Data Spain 2012

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Session presented at Big Data Spain 2012 Conference 16th Nov 2012 ETSI Telecomunicacion UPM Madrid www.bigdataspain.org More info: http://www.bigdataspain.org/es-2012/conference/building-a-heterogeneous-hadoop-olap-system-with-microsoft-bi-stack/pablo-doval-and-ibon-landa

Technology

BUILDING AN HETEROGENEOUS
HADOOP/OLAP SYSTEM WITH
MICROSOFT'S BI STACK

WHO…

… AM I?
• SQL/BI Team Lead at Plain Concepts
• e-mail: pablod@plainconcepts.com
• Blog: http://geek.ms/blogs/palvarez
• Twitter: @PabloDoval

… ARE YOU?
• Quick Poll in the Room 

WHAT…

… ARE WE GOING TO SEE?

… I’M NOT GOING TO SHOW?

SHARP
Overview

SCADA Historical Analysis and Reporting Platform

Demonstrate the feasibility of a custom end to end global
architecture:
• SCADA: Local, Mobile and Central
• Historical Data: High speed and High volume
• Reporting
• Analysis

SHARP
MAGUS
MongoDB
MongoDB Capped collections
Capped collections For each Production Center
MAGUS
2 months of 1s data
MAGUS 2 months of 1s data
Central 1 year of 10m data
1 year of 10m data

MAGUS
Local Operation
Mobile Operation

Production Center A
MAGUS
Remote Operation
MongoDB
Capped collections
MAGUS
2 months of 1s data
1 year of 10m data

Mongo
MAGUS DAT Files
Export
Local Operation
Mobile Operation

Production Center B

Production Centers Central

SHARP
Historical Data
MAGUS
MAGUS Mongo
Central Export

Source 1

Loader DAT
Source2 DAT
Loader DAT
Source3
DAT

Loader

DWH
Hadoop
Source4
Loader
DAT
Source5 Loader DAT
DAT
DAT
Loader
Source6

Loader
Source7

Production Centers Central

SHARP
Analysis and Reporting
Events

Power
Pivot

DWH
StreamInsight

Microsoft
Office

• Dynamic reports
Reporting
• Scheduled reports
Services • Automatic Distribution
OLAP • Multiformat (PDF, XLS, etc.)
Tabular

Power View

OLAP
Tabular
Future
¿Cloud?

Production Centers Central

INITIAL ASSESMENT

Proof of
Concept

Microsoft
Ecosystem

On Premise
Infrastructure

TOOLS OF THE TRADE

PowerPivot

Power View

CURRENT SHARP IMPLEMENTATION

Map
Reduce

HDFS
Load
Service
HIVE DWH
Hadoop
Azure
Storage

SSIS

SSRS PowerView

FUTURE IMPROVEMENTS

New Analytical Processes

CEP Integration with Stream Insight

Improvements on the Higher Resolution data

COMPLEX EVENT PROCESSING
StreamInsight
Events

Power
Pivot

DWH
StreamInsight

Microsoft
Office

• Dynamic reports
Reporting
• Scheduled reports
Services • Automatic Distribution
OLAP • Multiformat (PDF, XLS, etc.)
Tabular

Power View

OLAP
Tabular
Future
¿Cloud?

Production Centers Central

COMPLEX EVENT PROCESSING
StreamInsight
Events

StreamInsight

Production Centers Central

IMPROV. TO HIGHER RESOLUTION
DATA
The Goal

Ability to work with data in DW and Hive seamlessly and in a
performant way.

Export

IMPROV. TO HIGHER RESOLUTION
DATA
Sqoop Refresher

IMPROV. TO HIGHER RESOLUTION
Sqoop with PDW…
DATA
Map/
Sqoop Reduce
Job

…
SQL Server
SQL Server SQL Server SQL Server

IMPROV. TO HIGHER RESOLUTION
DATA
Sqoop refresher…

…
SQL Server
SQL Server SQL Server SQL Server

Sqoop

Hadoop Cluster

IMPROV. TO HIGHER RESOLUTION
The Goal – Polybase!
DATA
Ability to work with data in DW and Hive seamlessly and in a
performant way.
T-SQL Queries

SQL Server
(PDW)
SQL HDF

IMPROV. TO HIGHER RESOLUTION
DATA
Polybase parallelism via DMS

…
SQL Server
SQL Server SQL Server SQL Server

Hadoop Cluster

IMPROV. TO HIGHER RESOLUTION
DATA
Parallelism

IMPROV. TO HIGHER RESOLUTION
That’s just the beginning…
DATA

Uses the same T-SQL Syntax to query both worlds at the same
time

The QO is able to check what data to push into what
environment to process optimally.

STORIES WE COULD TELL
What went right…
Cloud Environment

Tabular Model for OLAP

SSIS for ETL via ODBC Hive Driver

STORIES WE COULD TELL
What was not so good…
Mappers and Reducers in C# via Hadoop Streaming

CALL TO ACTION
LEARN MORE
1. Microsoft Big Data Solution: www.microsoft.com/bigdata
2. Windows Azure: www.windowsazure.com/en-
us/home/scenarios/big-data

TRY NOW
1. Preview of the Windows Azure HDInsight Service:
https://www.hadooponazure.com

2. Developer CTP of Microsoft HDInsight Server for Windows Server:
http://www.microsoft.com/bigdata

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