DATA VIRTUALIZATION&INFORMATION AS A SERVICE (IAAS)

By Anil AllewarSenior Solutions Architect - Synerzip

1

About Me!!2

Anil Allewar

Senior Solutions Architect @ Synerzip

Technology Evangelist & speaker

Core interests: JEE, EAI, EII

• Use cases

Agenda3

• What does it mean?

• Implementation Frameworks• Demo• Questions?

• Architecture explained

Why it makes sense?4

Use Cases

Data Warehous

e

ETL

Financial

DataOLTP Data

ETL

3rd Party Data

Data Mart

ETL

Web Servic

e 1

Web Servic

e 2Legacy Data

Custom

Program

Excel files

5

Traditional Data Integration6

Enterprise Information System

ETL

Source System

Source System

ETLBusiness Applications

Problems with ETL 7

More than 1 copy of data for staging

Intermediate data => Errors

Lead time to add new source

Domain knowledge for mapping

Batch Process => No real time data

Problems with DBMS consolidation8

Alternate approach => Single EIS (say

RDBMS)

Extensive changes to existing apps

Might not satisfy everyone’s

requirements

• Use cases

Agenda9

• What does it mean?

• Implementation Frameworks• Demo• Questions?

• Architecture explained

Data Virtualization & Federation10

Single API to access data

Only metadata stored at

virtualization layerReal time access without

copying/moving data Federate data

across hetero/homogenou

s sources

Data Virtualization11

• Use cases

Agenda12

• What does it mean?

• Implementation Frameworks• Demo• Questions?

• Architecture explained

Architecture13

UserApplicati

on

Com

mon

Acc

ess

API

Connector 1

Connector 2

RUNTIME & QUERY ENGINE

VirtualDatabase

Translator 1

Translator 2

• Use cases

Agenda14

• What does it mean?

• Implementation Frameworks• Demo• Questions?

• Architecture explained

Vendors15

Commercial Products Composite Software

http://www.compositesw.com/data-virtualization/ Denodo

http://www.denodo.com/en/product/overview.php?n=h IBM

http://www-03.ibm.com/software/products/en/ibminfofedeserv Informatica

http://www.informatica.com/us/data-virtualization/ Red Hat

http://www.redhat.com/products/jbossenterprisemiddleware/data-virtualization/ Open Source

Jboss Teiid http://teiid.jboss.org/

Selected Platform – JBoss Teiid16

Open Source

Number of relational/NoSQL/ERP/CRM data

stores

JEE standards

Add custom EIS support using

JEE componentsActive &

responsive community Synerzip contribution:

Defect discovery, root cause analysis, feature

verification

Teiid Components17

Virtual Database container for components used to integrate data

from multiple data sources Source Models

structure and characteristics of physical data sources View Models

structure and characteristics of abstract structures you want to expose to your applications

Teiid Designer Eclipse based UI to dynamically discover data

source objects and apply data federation Generate virtual database from 1 or more sources

Teiid Components18

Translator Provides abstraction later between Teiid Query

Engine and source system Convert Teiid SQL commands to source specific

execution commands Convert result data from source system to Teiid

specific format Resource Adapter

Provides connectivity to the physical data source Integration provided through Java Connector

Architecture (JCA) API

Teiid – Supported EIS Amazon SimpleDB Apache Accumulo Apache SOLR Cassandra File Google Spreadsheet JPA LDAP Excel – as file SalesForce

JDBC MS access, DB2, derby,

excel-odbc, greenplum, h2 , hive(for accessing Hadoop), oracle, teradata and most RDBMS

MongoDB Object OData OLAP Web Services SAP Netweaver Gateway

19

Performance Characteristics20

Access same data using Oracle and Teiid drivers

Retrieval times comparable when accessing tables having no Blobs

0

5,000

10,000

15,000

20,000

25,000 No. of rows Vs Time: No Blobs

Oracle-JDBCTeiid-JDBC

No. of rows

ms

Performance Characteristics21

Teiid slower when accessing Blob data Can be tuned

0 0 2 42 21,804 32,531 185,4540

5,00010,00015,00020,00025,00030,000

No. of rows Vs Time: Blobs

Oracle-JDBCTeiid-JDBCm s

No. of rows

• Use cases

Agenda22

• What does it mean?

• Implementation Frameworks• Demo• Questions?

• Architecture explained

Demo23

JDBC Clien

t

JDBC AP

I

RDBMS Resource Adapter

MongoDB Resource Adapter

TEIID RUNTIME & QUERY ENGINE

Federated VDB

mySQL Translat

orMongoD

B Translat

or mySQL

Demo-Steps24

Pre-requisites mySQL server 5.5+ installed MongoDB 2.4.x+ installed

Steps Load the mySql and MongoDB database with sample data Setup environment – JBoss, Eclipse Create Teiid project in Eclipse using Teiid designer

Import source model using JDBC Create the virtual model and federate data from the source

model Create a virtual database (VDB) and deploy to JBoss

Access data using JDBC client or through browser using OData

Demo – Scenario25

Federated

Data

Demo – Connection Profile26

Demo – Source Model27

Demo - Source Model Generation28

Demo – Map Source To View29

Demo - Association30

Demo – Data Federation31

Demo – Source Code32

Source code https://github.com/anilallewar/JBoss-Teiid Contains

Configuration files Instructions “How-to” videos VDBs, source models and view models

Conclusion33

Data Virtualization and Federation is a rapidly emerging technology that solves traditional BI/ETL problems.

It provides lower time to market, distributes data across the enterprise as a service and provides real time access to enterprise data.