Big data analytics con Knowage e Red Hat JBoss Data Virtualization

Grazia CazzinOS Analytical Solution Director / Engineering S.p.A.

Alberto GhedinKNOWAGE BD Product Manager / Engineering S.p.A.

Engineering Ingegneria Informatica S.p.A.

2004

First step in the open source: Spago (J2EE

framework) isreleased to the open source community

SpagoBI v1 is released with the professional

open source community OW2, building a network

with many OS player (eXo, Talend, Linagora

and others)

Experiences on CEP, RT and Eclipse Foundation,

releasing the eBAM project. GeoBI Initiative

SpagoBI works on big data; leader of the OW2 BD Initiative; members

of the BD Value Association; founder of

the HUG Italy

First collaboration with Red Hat.

Foundation of Data science Lab &

Innovation Lab to improve efficency on

big data tasks

New open source suite for (big data) analysis –

KNOWAGE, with enterprise features and commercial-friendly

model. Appliances with RH solutions.

2005

2006 2010

2013

2015

2016

Open source player

SpagoWorld intiative, new vertical

product for quality (Spago4Q) has been

released to the community

2007Spagic has been

released for ESB/BPM.

OSGI Applicance

HadoopNoSQL

Multistructureddata

Advanced analytics

DWH

OLAP

Interactive cockpits

Self-service

Static reportPixel-perfect

Off-line production

Distribution GIS

Maps

Mash-up

Geography

KPIAlert

Scorecards

Real-time

What-if

Data mining

Simulation model

Forecasting

Linked dataSemantic web

Open data sets

Ontology APIsREST Services

SDKIntegration

KNOWAGE – open source analytical suite

Born in open source

Grow certified and with standards

Live on-premise

Usable on-cloud

Combined in appliances

KNOWAGE – professional context

Users who need an analytical

tool for

• (BIG) data analysis

• Business (BIG) intelligence

Action

• download and discover

Knowage

• Ask for a subscription

• Build your enterprise solution

using a trusted suite

Possible usageUsers who need an analytical

service

• (BIG) data management

• Value from business (BIG)

intelligence

Actions

• Activate your own Knowage

instance on the cloud

• Build your enterprise solution

using a trusted suite in a cloud

environment

Experts who well know a specific domain

• Able to define the analyticalrequirements

• Able to define the data requirements

Actions

• Build an analytical model using Knowage

• Sing an OEM agreement for rebranding

• Offer it repeatedly

• Offer it as a service/on-cloud

Product farms

• BI is not a core component of

your product

• BI is a great and valuable (for

customer) add-on

Actions

• Integrate Knowage into your

product

• Sing an OEM agreement for

integration

• Offer your new empowered

product

Product farmsProduct farmsClient on-premiseClient on-premise Client as a serviceClient as a service Domain expertsDomain experts

KNOWAGE – Focus on big data analytics

Data federation

Advanced visualization

Network analysis

Interactive cockpits

Data mash-upData mining Text analysis

More business using more data.

Analysis on federated data

Different data sources

� Sales & dimensions

� Inventory fact

� Competitors data

� Other classifications

Architecture

DATA SOURCE

METAMODEL

DATA SET

VISUALIZATION

VIRTUAL

DATAMART

Analysis on federated data

Virtual Datamart Query builder Self-service cockpit

GrazieGrazia Cazzin

OS Analytical Solution Director / Engineering S.p.A.

Alberto GhedinKNOWAGE BD Product Manager / Engineering S.p.A.