SlideShare une entreprise Scribd logo
1  sur  15
Télécharger pour lire hors ligne
How to maximize the value
of Big Data with the open source SpagoBI suite
through a comprehensive approach
Monica Franceschini - SpagoBI Architect
SpagoBI Competency Center - Engineering Group

Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center

www.ow2.org

Twitter #ow2con
COMPREHENSIVE APPROACH

visualization

for BIG DATA

information building

Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center

www.ow2.org

Twitter #ow2con
DATASET
Independent object to collect data
from different sources, used by
visualization tools.

schedulation

visualization
dataset

Follows SpagoBI
behavioural model

database

in-memory

Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center

www.ow2.org

Twitter #ow2con
DATA SOURCES
SpagoBI data sources are defined as
connections towards different
databases both from the Hadoop
ecosystem and NoSql db

visualization
dataset

SQL-like queries :
HiveQL
●
HBQL
●
CQL
●
Cypher...
●

Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center

www.ow2.org

Twitter #ow2con
IN-MOTION DATA
Continuously running data can be
processed by stream processors or
CEPs and collected by SpagoBI dataset

visualization
dataset

Dataset as an Event
Handler notified by
SpagoBI Adapter of newly
available data

+
Stream processors/CEPs

SpagoBI
Adapter

Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center

www.ow2.org

Twitter #ow2con
SEMANTIC DATA
Classify and categorize
unstructured and
heterogeneous data through
semantic annotations, using
domain ontologies.

visualization

dataset

Semantic information can
be stored in NoSql Graph
databases and extracted
by SpagoBI dataset

Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center

www.ow2.org

Twitter #ow2con
INFORMATION BUILDING
Cooperation of visualization
tools and free enquiry engine to
produce information

visualization

dataset
QbE
Self Service

Ad hoc reporting

FILE

DATA
SOURCES

DATASET

Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center

www.ow2.org

Twitter #ow2con
AGILE DEVELOPMENT

Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center

www.ow2.org

Twitter #ow2con
SELF SERVICE
QbE engine allows
creating new datasets and
refining analysis in a
graphical way

FILE

DATA
SOURCES

DATASET

Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center

www.ow2.org

Twitter #ow2con
AD HOC REPORTING

Worksheet engine
provides an instant
graphical meaning to
datasets

DATASET

Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center

www.ow2.org

Twitter #ow2con
DASHBOARDS

Cockpit engine allows aggregating
different documents, interacting one
with each other, to get information at a
glance

Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center

www.ow2.org

Twitter #ow2con
JUST A USE CASE

Open Data + Big Data = Value

VALUE

for BIG DATA
BIG DATA

Telecommunication companies: need

to extract value from mobile data traffic
information to improve services and advance
new solutions

OPEN DATA

Public administration: need to extract value
from information gathered from different
sources (consumption, highway traffic, voice
traffic) in order to improve the supply of tourist,
environmental, social services

Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center

www.ow2.org

Twitter #ow2con
INFORMATION CYCLE

SpagoBI tools cooperating together
produce NEW VALUE from
information

Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center

www.ow2.org

Twitter #ow2con
WHAT NEXT?

Data mining
Text mining
Sentiment analysis
Predictive analysis
...

Extract value
from
information

dataset

Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center

www.ow2.org

Twitter #ow2con
Find out all information
(demo, documentation, tutorials, services and much more)
and download all SpagoBI components at:
www.spagobi.org

Contact us
spagobi@eng.it @twittmonique – monica.franceschini@eng.it

Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center

www.ow2.org

Twitter #ow2con

Contenu connexe

Tendances

Embedding Location Intelligence in Web Apps that Enhance User Experience [Air...
Embedding Location Intelligence in Web Apps that Enhance User Experience [Air...Embedding Location Intelligence in Web Apps that Enhance User Experience [Air...
Embedding Location Intelligence in Web Apps that Enhance User Experience [Air...CARTO
 
Field Data Collecting, Processing and Sharing: Using web Service Technologies
Field Data Collecting, Processing and Sharing: Using web Service TechnologiesField Data Collecting, Processing and Sharing: Using web Service Technologies
Field Data Collecting, Processing and Sharing: Using web Service TechnologiesNiroshan Sanjaya
 
Bigdata 2016- projects list
Bigdata  2016- projects listBigdata  2016- projects list
Bigdata 2016- projects listNEWZEN INFOTECH
 
CKANへの空間情報機能拡張実装の試み
CKANへの空間情報機能拡張実装の試みCKANへの空間情報機能拡張実装の試み
CKANへの空間情報機能拡張実装の試みYoichi Kayama
 
BDE-BDVA Webinar: BDE Technical Overview
BDE-BDVA Webinar: BDE Technical OverviewBDE-BDVA Webinar: BDE Technical Overview
BDE-BDVA Webinar: BDE Technical OverviewBigData_Europe
 
ogr2gui - english version
ogr2gui - english versionogr2gui - english version
ogr2gui - english versionMathieu Lahaye
 
Paradigm Shift of Geospatial Information Service
Paradigm Shift of Geospatial Information ServiceParadigm Shift of Geospatial Information Service
Paradigm Shift of Geospatial Information ServiceSANGHEE SHIN
 

Tendances (8)

Embedding Location Intelligence in Web Apps that Enhance User Experience [Air...
Embedding Location Intelligence in Web Apps that Enhance User Experience [Air...Embedding Location Intelligence in Web Apps that Enhance User Experience [Air...
Embedding Location Intelligence in Web Apps that Enhance User Experience [Air...
 
CARTO ENGINE
CARTO ENGINECARTO ENGINE
CARTO ENGINE
 
Field Data Collecting, Processing and Sharing: Using web Service Technologies
Field Data Collecting, Processing and Sharing: Using web Service TechnologiesField Data Collecting, Processing and Sharing: Using web Service Technologies
Field Data Collecting, Processing and Sharing: Using web Service Technologies
 
Bigdata 2016- projects list
Bigdata  2016- projects listBigdata  2016- projects list
Bigdata 2016- projects list
 
CKANへの空間情報機能拡張実装の試み
CKANへの空間情報機能拡張実装の試みCKANへの空間情報機能拡張実装の試み
CKANへの空間情報機能拡張実装の試み
 
BDE-BDVA Webinar: BDE Technical Overview
BDE-BDVA Webinar: BDE Technical OverviewBDE-BDVA Webinar: BDE Technical Overview
BDE-BDVA Webinar: BDE Technical Overview
 
ogr2gui - english version
ogr2gui - english versionogr2gui - english version
ogr2gui - english version
 
Paradigm Shift of Geospatial Information Service
Paradigm Shift of Geospatial Information ServiceParadigm Shift of Geospatial Information Service
Paradigm Shift of Geospatial Information Service
 

En vedette

OW2Con 2013 - Welcome speech by Gabriele Ruffatti
OW2Con 2013 - Welcome speech by Gabriele Ruffatti OW2Con 2013 - Welcome speech by Gabriele Ruffatti
OW2Con 2013 - Welcome speech by Gabriele Ruffatti SpagoWorld
 
OW2Con 2013 - Self-service BI with SpagoBI
OW2Con 2013 - Self-service BI with SpagoBI OW2Con 2013 - Self-service BI with SpagoBI
OW2Con 2013 - Self-service BI with SpagoBI SpagoWorld
 
Open Big Data - the open source way and open data
Open Big Data - the open source way and open dataOpen Big Data - the open source way and open data
Open Big Data - the open source way and open dataSpagoWorld
 
Webinar - Self-build your cockpits and gain instant insights with SpagoBI 5
Webinar -  Self-build your cockpits and gain instant insights with SpagoBI 5Webinar -  Self-build your cockpits and gain instant insights with SpagoBI 5
Webinar - Self-build your cockpits and gain instant insights with SpagoBI 5SpagoWorld
 
Collecting and analyzing data for valuable decision making in a service orien...
Collecting and analyzing data for valuable decision making in a service orien...Collecting and analyzing data for valuable decision making in a service orien...
Collecting and analyzing data for valuable decision making in a service orien...SpagoWorld
 
Measuring quality of developments in a large industrial software factory with...
Measuring quality of developments in a large industrial software factory with...Measuring quality of developments in a large industrial software factory with...
Measuring quality of developments in a large industrial software factory with...SpagoWorld
 
OW2Con’14 – OW2 Big Data initiative: leveraging the data-driven economy with ...
OW2Con’14 – OW2 Big Data initiative: leveraging the data-driven economy with ...OW2Con’14 – OW2 Big Data initiative: leveraging the data-driven economy with ...
OW2Con’14 – OW2 Big Data initiative: leveraging the data-driven economy with ...SpagoWorld
 
Engineering and OW2 Big Data Initiative: an open approach to the data-driven ...
Engineering and OW2 Big Data Initiative: an open approach to the data-driven ...Engineering and OW2 Big Data Initiative: an open approach to the data-driven ...
Engineering and OW2 Big Data Initiative: an open approach to the data-driven ...SpagoWorld
 
HUG Italy meet-up with Tugdual Grall, MapR Technical Evangelist
HUG Italy meet-up with Tugdual Grall, MapR Technical EvangelistHUG Italy meet-up with Tugdual Grall, MapR Technical Evangelist
HUG Italy meet-up with Tugdual Grall, MapR Technical EvangelistSpagoWorld
 
Openness as the Engine for Digital Innovation
Openness as the Engine for Digital InnovationOpenness as the Engine for Digital Innovation
Openness as the Engine for Digital InnovationSpagoWorld
 

En vedette (10)

OW2Con 2013 - Welcome speech by Gabriele Ruffatti
OW2Con 2013 - Welcome speech by Gabriele Ruffatti OW2Con 2013 - Welcome speech by Gabriele Ruffatti
OW2Con 2013 - Welcome speech by Gabriele Ruffatti
 
OW2Con 2013 - Self-service BI with SpagoBI
OW2Con 2013 - Self-service BI with SpagoBI OW2Con 2013 - Self-service BI with SpagoBI
OW2Con 2013 - Self-service BI with SpagoBI
 
Open Big Data - the open source way and open data
Open Big Data - the open source way and open dataOpen Big Data - the open source way and open data
Open Big Data - the open source way and open data
 
Webinar - Self-build your cockpits and gain instant insights with SpagoBI 5
Webinar -  Self-build your cockpits and gain instant insights with SpagoBI 5Webinar -  Self-build your cockpits and gain instant insights with SpagoBI 5
Webinar - Self-build your cockpits and gain instant insights with SpagoBI 5
 
Collecting and analyzing data for valuable decision making in a service orien...
Collecting and analyzing data for valuable decision making in a service orien...Collecting and analyzing data for valuable decision making in a service orien...
Collecting and analyzing data for valuable decision making in a service orien...
 
Measuring quality of developments in a large industrial software factory with...
Measuring quality of developments in a large industrial software factory with...Measuring quality of developments in a large industrial software factory with...
Measuring quality of developments in a large industrial software factory with...
 
OW2Con’14 – OW2 Big Data initiative: leveraging the data-driven economy with ...
OW2Con’14 – OW2 Big Data initiative: leveraging the data-driven economy with ...OW2Con’14 – OW2 Big Data initiative: leveraging the data-driven economy with ...
OW2Con’14 – OW2 Big Data initiative: leveraging the data-driven economy with ...
 
Engineering and OW2 Big Data Initiative: an open approach to the data-driven ...
Engineering and OW2 Big Data Initiative: an open approach to the data-driven ...Engineering and OW2 Big Data Initiative: an open approach to the data-driven ...
Engineering and OW2 Big Data Initiative: an open approach to the data-driven ...
 
HUG Italy meet-up with Tugdual Grall, MapR Technical Evangelist
HUG Italy meet-up with Tugdual Grall, MapR Technical EvangelistHUG Italy meet-up with Tugdual Grall, MapR Technical Evangelist
HUG Italy meet-up with Tugdual Grall, MapR Technical Evangelist
 
Openness as the Engine for Digital Innovation
Openness as the Engine for Digital InnovationOpenness as the Engine for Digital Innovation
Openness as the Engine for Digital Innovation
 

Similaire à OW2Con 2013 - How to maximize the value of Big Data with the open source SpagoBI suite through a comprehensive approach

How to maximize the value of Big Data with SpagoBI suite through a comprehens...
How to maximize the value of Big Data with SpagoBI suite through a comprehens...How to maximize the value of Big Data with SpagoBI suite through a comprehens...
How to maximize the value of Big Data with SpagoBI suite through a comprehens...OW2
 
Webinar: SpagoBI & Big Data, a smart approach to turn data into knowledge
Webinar: SpagoBI & Big Data, a smart approach to turn data into knowledge Webinar: SpagoBI & Big Data, a smart approach to turn data into knowledge
Webinar: SpagoBI & Big Data, a smart approach to turn data into knowledge SpagoWorld
 
Solutions Linux 2013: Extracting value from Big Data through a new informatio...
Solutions Linux 2013: Extracting value from Big Data through a new informatio...Solutions Linux 2013: Extracting value from Big Data through a new informatio...
Solutions Linux 2013: Extracting value from Big Data through a new informatio...SpagoWorld
 
BDE SC6-hang out - technology part-SWC - Martin
BDE SC6-hang out - technology part-SWC - MartinBDE SC6-hang out - technology part-SWC - Martin
BDE SC6-hang out - technology part-SWC - MartinBigData_Europe
 
VLDB 2013: How to maximize the value of Big Data with SpagoBI suite
VLDB 2013: How to maximize the value of Big Data with SpagoBI suiteVLDB 2013: How to maximize the value of Big Data with SpagoBI suite
VLDB 2013: How to maximize the value of Big Data with SpagoBI suiteSpagoWorld
 
BigDataEurope @BDVA Summit2016 2: Societal Pilots
BigDataEurope @BDVA Summit2016 2: Societal PilotsBigDataEurope @BDVA Summit2016 2: Societal Pilots
BigDataEurope @BDVA Summit2016 2: Societal PilotsBigData_Europe
 
FreeGIS.net, INSPIRE, Open Source Software and OGC standards
FreeGIS.net, INSPIRE, Open Source Software and OGC standardsFreeGIS.net, INSPIRE, Open Source Software and OGC standards
FreeGIS.net, INSPIRE, Open Source Software and OGC standardsArnulf Christl
 
Osgis2011 edina addy_pope
Osgis2011 edina addy_popeOsgis2011 edina addy_pope
Osgis2011 edina addy_popeAddy Pope
 
Osgis2011 edina addy_pope
Osgis2011 edina addy_popeOsgis2011 edina addy_pope
Osgis2011 edina addy_popeAddy Pope
 
SharePoint Highlights: Architectural Changes, door Donald Hessing
SharePoint Highlights: Architectural Changes, door Donald HessingSharePoint Highlights: Architectural Changes, door Donald Hessing
SharePoint Highlights: Architectural Changes, door Donald HessingSparked
 
Building Modern Data Pipelines on GCP via a FREE online Bootcamp
Building Modern Data Pipelines on GCP via a FREE online BootcampBuilding Modern Data Pipelines on GCP via a FREE online Bootcamp
Building Modern Data Pipelines on GCP via a FREE online BootcampData Con LA
 
Big Data with Modern R & Spark
Big Data with Modern R & SparkBig Data with Modern R & Spark
Big Data with Modern R & SparkXavier de Pedro
 
The Three Pillars of Agile Integration: Connector, Container & API
The Three Pillars of Agile Integration: Connector, Container & APIThe Three Pillars of Agile Integration: Connector, Container & API
The Three Pillars of Agile Integration: Connector, Container & APIJudy Breedlove
 
Demystifying Decoupled Drupal for Developers & Content Authors
Demystifying Decoupled Drupal for Developers & Content AuthorsDemystifying Decoupled Drupal for Developers & Content Authors
Demystifying Decoupled Drupal for Developers & Content AuthorsRachel Wandishin
 
Cwin16 tls-datalab for scientists
Cwin16 tls-datalab for scientistsCwin16 tls-datalab for scientists
Cwin16 tls-datalab for scientistsCapgemini
 
SC1 Workshop 2 General Introduction to BDE
SC1 Workshop 2 General Introduction to BDESC1 Workshop 2 General Introduction to BDE
SC1 Workshop 2 General Introduction to BDEBigData_Europe
 

Similaire à OW2Con 2013 - How to maximize the value of Big Data with the open source SpagoBI suite through a comprehensive approach (20)

How to maximize the value of Big Data with SpagoBI suite through a comprehens...
How to maximize the value of Big Data with SpagoBI suite through a comprehens...How to maximize the value of Big Data with SpagoBI suite through a comprehens...
How to maximize the value of Big Data with SpagoBI suite through a comprehens...
 
Webinar: SpagoBI & Big Data, a smart approach to turn data into knowledge
Webinar: SpagoBI & Big Data, a smart approach to turn data into knowledge Webinar: SpagoBI & Big Data, a smart approach to turn data into knowledge
Webinar: SpagoBI & Big Data, a smart approach to turn data into knowledge
 
Solutions Linux 2013: Extracting value from Big Data through a new informatio...
Solutions Linux 2013: Extracting value from Big Data through a new informatio...Solutions Linux 2013: Extracting value from Big Data through a new informatio...
Solutions Linux 2013: Extracting value from Big Data through a new informatio...
 
BDE SC6-hang out - technology part-SWC - Martin
BDE SC6-hang out - technology part-SWC - MartinBDE SC6-hang out - technology part-SWC - Martin
BDE SC6-hang out - technology part-SWC - Martin
 
VLDB 2013: How to maximize the value of Big Data with SpagoBI suite
VLDB 2013: How to maximize the value of Big Data with SpagoBI suiteVLDB 2013: How to maximize the value of Big Data with SpagoBI suite
VLDB 2013: How to maximize the value of Big Data with SpagoBI suite
 
BigDataEurope @BDVA Summit2016 2: Societal Pilots
BigDataEurope @BDVA Summit2016 2: Societal PilotsBigDataEurope @BDVA Summit2016 2: Societal Pilots
BigDataEurope @BDVA Summit2016 2: Societal Pilots
 
Resume_Vignesh_ThulasiDass
Resume_Vignesh_ThulasiDass Resume_Vignesh_ThulasiDass
Resume_Vignesh_ThulasiDass
 
Sudhanshu'sProjects
Sudhanshu'sProjectsSudhanshu'sProjects
Sudhanshu'sProjects
 
FreeGIS.net, INSPIRE, Open Source Software and OGC standards
FreeGIS.net, INSPIRE, Open Source Software and OGC standardsFreeGIS.net, INSPIRE, Open Source Software and OGC standards
FreeGIS.net, INSPIRE, Open Source Software and OGC standards
 
Osgis2011 edina addy_pope
Osgis2011 edina addy_popeOsgis2011 edina addy_pope
Osgis2011 edina addy_pope
 
Osgis2011 edina addy_pope
Osgis2011 edina addy_popeOsgis2011 edina addy_pope
Osgis2011 edina addy_pope
 
SharePoint Highlights: Architectural Changes, door Donald Hessing
SharePoint Highlights: Architectural Changes, door Donald HessingSharePoint Highlights: Architectural Changes, door Donald Hessing
SharePoint Highlights: Architectural Changes, door Donald Hessing
 
Building Modern Data Pipelines on GCP via a FREE online Bootcamp
Building Modern Data Pipelines on GCP via a FREE online BootcampBuilding Modern Data Pipelines on GCP via a FREE online Bootcamp
Building Modern Data Pipelines on GCP via a FREE online Bootcamp
 
Big Data with Modern R & Spark
Big Data with Modern R & SparkBig Data with Modern R & Spark
Big Data with Modern R & Spark
 
The Three Pillars of Agile Integration: Connector, Container & API
The Three Pillars of Agile Integration: Connector, Container & APIThe Three Pillars of Agile Integration: Connector, Container & API
The Three Pillars of Agile Integration: Connector, Container & API
 
Demystifying Decoupled Drupal for Developers & Content Authors
Demystifying Decoupled Drupal for Developers & Content AuthorsDemystifying Decoupled Drupal for Developers & Content Authors
Demystifying Decoupled Drupal for Developers & Content Authors
 
IBM Think Milano
IBM Think MilanoIBM Think Milano
IBM Think Milano
 
Cwin16 tls-datalab for scientists
Cwin16 tls-datalab for scientistsCwin16 tls-datalab for scientists
Cwin16 tls-datalab for scientists
 
EDINA National Datacentre Activity Update to GWG
EDINA National Datacentre Activity Update to GWGEDINA National Datacentre Activity Update to GWG
EDINA National Datacentre Activity Update to GWG
 
SC1 Workshop 2 General Introduction to BDE
SC1 Workshop 2 General Introduction to BDESC1 Workshop 2 General Introduction to BDE
SC1 Workshop 2 General Introduction to BDE
 

Plus de SpagoWorld

[SFScon'17] More than a decade with free open source software
[SFScon'17] More than a decade with free open source software[SFScon'17] More than a decade with free open source software
[SFScon'17] More than a decade with free open source softwareSpagoWorld
 
EclipseDay Milano 2017 - How to make Data Science appealing with open source ...
EclipseDay Milano 2017 - How to make Data Science appealing with open source ...EclipseDay Milano 2017 - How to make Data Science appealing with open source ...
EclipseDay Milano 2017 - How to make Data Science appealing with open source ...SpagoWorld
 
Parametric report slide support
Parametric report slide supportParametric report slide support
Parametric report slide supportSpagoWorld
 
My First Report slide support
My First Report slide supportMy First Report slide support
My First Report slide supportSpagoWorld
 
My First Worksheet slide support
My First Worksheet slide supportMy First Worksheet slide support
My First Worksheet slide supportSpagoWorld
 
Starting with SpagoBI Slide Support
Starting with SpagoBI Slide SupportStarting with SpagoBI Slide Support
Starting with SpagoBI Slide SupportSpagoWorld
 
SpagoBI Suite Slide Support
SpagoBI Suite Slide SupportSpagoBI Suite Slide Support
SpagoBI Suite Slide SupportSpagoWorld
 
Architectural Evolution Starting from Hadoop
Architectural Evolution Starting from HadoopArchitectural Evolution Starting from Hadoop
Architectural Evolution Starting from HadoopSpagoWorld
 
HUG Italy meet-up with Fabian Wilckens, MapR EMEA Solutions Architect
HUG Italy meet-up with Fabian Wilckens, MapR EMEA Solutions ArchitectHUG Italy meet-up with Fabian Wilckens, MapR EMEA Solutions Architect
HUG Italy meet-up with Fabian Wilckens, MapR EMEA Solutions ArchitectSpagoWorld
 
Data Mining with SpagoBI suite
Data Mining with SpagoBI suiteData Mining with SpagoBI suite
Data Mining with SpagoBI suiteSpagoWorld
 
Webinar: SpagoBI 5 - Self-build your interactive cockpits, get instant insigh...
Webinar: SpagoBI 5 - Self-build your interactive cockpits, get instant insigh...Webinar: SpagoBI 5 - Self-build your interactive cockpits, get instant insigh...
Webinar: SpagoBI 5 - Self-build your interactive cockpits, get instant insigh...SpagoWorld
 
Webinar - SpagoBI 5 and what-if analytics: is your business strategy effective?
Webinar - SpagoBI 5 and what-if analytics: is your business strategy effective?Webinar - SpagoBI 5 and what-if analytics: is your business strategy effective?
Webinar - SpagoBI 5 and what-if analytics: is your business strategy effective?SpagoWorld
 
Webinar - SpagoBI 5: here comes the Social Network analysis
Webinar - SpagoBI 5: here comes the Social Network analysis Webinar - SpagoBI 5: here comes the Social Network analysis
Webinar - SpagoBI 5: here comes the Social Network analysis SpagoWorld
 
Webinar - What's new with SpagoBI 5: presentation and demo
Webinar - What's new with SpagoBI 5: presentation and demoWebinar - What's new with SpagoBI 5: presentation and demo
Webinar - What's new with SpagoBI 5: presentation and demoSpagoWorld
 
SpagoBI 5 Demo Day and Workshop : Business Applications and Uses
SpagoBI 5 Demo Day and Workshop : Business Applications and UsesSpagoBI 5 Demo Day and Workshop : Business Applications and Uses
SpagoBI 5 Demo Day and Workshop : Business Applications and UsesSpagoWorld
 
SpagoBI 5 Demo Day and Workshop : Technology Applications and Uses
SpagoBI 5 Demo Day and Workshop : Technology Applications and UsesSpagoBI 5 Demo Day and Workshop : Technology Applications and Uses
SpagoBI 5 Demo Day and Workshop : Technology Applications and UsesSpagoWorld
 
OW2Con’14 – OW2 Big Data initiative: leveraging the data-driven economy with ...
OW2Con’14 – OW2 Big Data initiative: leveraging the data-driven economy with ...OW2Con’14 – OW2 Big Data initiative: leveraging the data-driven economy with ...
OW2Con’14 – OW2 Big Data initiative: leveraging the data-driven economy with ...SpagoWorld
 
Simpda 2014 - A living story: measuring quality of developments in a large in...
Simpda 2014 - A living story: measuring quality of developments in a large in...Simpda 2014 - A living story: measuring quality of developments in a large in...
Simpda 2014 - A living story: measuring quality of developments in a large in...SpagoWorld
 
DrupalDay 2014 - Ecology of value and DRUPAL@Engineering: the experience of a...
DrupalDay 2014 - Ecology of value and DRUPAL@Engineering: the experience of a...DrupalDay 2014 - Ecology of value and DRUPAL@Engineering: the experience of a...
DrupalDay 2014 - Ecology of value and DRUPAL@Engineering: the experience of a...SpagoWorld
 
SpagoBI 5 official presentation in Paris
SpagoBI 5 official presentation in ParisSpagoBI 5 official presentation in Paris
SpagoBI 5 official presentation in ParisSpagoWorld
 

Plus de SpagoWorld (20)

[SFScon'17] More than a decade with free open source software
[SFScon'17] More than a decade with free open source software[SFScon'17] More than a decade with free open source software
[SFScon'17] More than a decade with free open source software
 
EclipseDay Milano 2017 - How to make Data Science appealing with open source ...
EclipseDay Milano 2017 - How to make Data Science appealing with open source ...EclipseDay Milano 2017 - How to make Data Science appealing with open source ...
EclipseDay Milano 2017 - How to make Data Science appealing with open source ...
 
Parametric report slide support
Parametric report slide supportParametric report slide support
Parametric report slide support
 
My First Report slide support
My First Report slide supportMy First Report slide support
My First Report slide support
 
My First Worksheet slide support
My First Worksheet slide supportMy First Worksheet slide support
My First Worksheet slide support
 
Starting with SpagoBI Slide Support
Starting with SpagoBI Slide SupportStarting with SpagoBI Slide Support
Starting with SpagoBI Slide Support
 
SpagoBI Suite Slide Support
SpagoBI Suite Slide SupportSpagoBI Suite Slide Support
SpagoBI Suite Slide Support
 
Architectural Evolution Starting from Hadoop
Architectural Evolution Starting from HadoopArchitectural Evolution Starting from Hadoop
Architectural Evolution Starting from Hadoop
 
HUG Italy meet-up with Fabian Wilckens, MapR EMEA Solutions Architect
HUG Italy meet-up with Fabian Wilckens, MapR EMEA Solutions ArchitectHUG Italy meet-up with Fabian Wilckens, MapR EMEA Solutions Architect
HUG Italy meet-up with Fabian Wilckens, MapR EMEA Solutions Architect
 
Data Mining with SpagoBI suite
Data Mining with SpagoBI suiteData Mining with SpagoBI suite
Data Mining with SpagoBI suite
 
Webinar: SpagoBI 5 - Self-build your interactive cockpits, get instant insigh...
Webinar: SpagoBI 5 - Self-build your interactive cockpits, get instant insigh...Webinar: SpagoBI 5 - Self-build your interactive cockpits, get instant insigh...
Webinar: SpagoBI 5 - Self-build your interactive cockpits, get instant insigh...
 
Webinar - SpagoBI 5 and what-if analytics: is your business strategy effective?
Webinar - SpagoBI 5 and what-if analytics: is your business strategy effective?Webinar - SpagoBI 5 and what-if analytics: is your business strategy effective?
Webinar - SpagoBI 5 and what-if analytics: is your business strategy effective?
 
Webinar - SpagoBI 5: here comes the Social Network analysis
Webinar - SpagoBI 5: here comes the Social Network analysis Webinar - SpagoBI 5: here comes the Social Network analysis
Webinar - SpagoBI 5: here comes the Social Network analysis
 
Webinar - What's new with SpagoBI 5: presentation and demo
Webinar - What's new with SpagoBI 5: presentation and demoWebinar - What's new with SpagoBI 5: presentation and demo
Webinar - What's new with SpagoBI 5: presentation and demo
 
SpagoBI 5 Demo Day and Workshop : Business Applications and Uses
SpagoBI 5 Demo Day and Workshop : Business Applications and UsesSpagoBI 5 Demo Day and Workshop : Business Applications and Uses
SpagoBI 5 Demo Day and Workshop : Business Applications and Uses
 
SpagoBI 5 Demo Day and Workshop : Technology Applications and Uses
SpagoBI 5 Demo Day and Workshop : Technology Applications and UsesSpagoBI 5 Demo Day and Workshop : Technology Applications and Uses
SpagoBI 5 Demo Day and Workshop : Technology Applications and Uses
 
OW2Con’14 – OW2 Big Data initiative: leveraging the data-driven economy with ...
OW2Con’14 – OW2 Big Data initiative: leveraging the data-driven economy with ...OW2Con’14 – OW2 Big Data initiative: leveraging the data-driven economy with ...
OW2Con’14 – OW2 Big Data initiative: leveraging the data-driven economy with ...
 
Simpda 2014 - A living story: measuring quality of developments in a large in...
Simpda 2014 - A living story: measuring quality of developments in a large in...Simpda 2014 - A living story: measuring quality of developments in a large in...
Simpda 2014 - A living story: measuring quality of developments in a large in...
 
DrupalDay 2014 - Ecology of value and DRUPAL@Engineering: the experience of a...
DrupalDay 2014 - Ecology of value and DRUPAL@Engineering: the experience of a...DrupalDay 2014 - Ecology of value and DRUPAL@Engineering: the experience of a...
DrupalDay 2014 - Ecology of value and DRUPAL@Engineering: the experience of a...
 
SpagoBI 5 official presentation in Paris
SpagoBI 5 official presentation in ParisSpagoBI 5 official presentation in Paris
SpagoBI 5 official presentation in Paris
 

Dernier

Meet the new FSP 3000 M-Flex800™
Meet the new FSP 3000 M-Flex800™Meet the new FSP 3000 M-Flex800™
Meet the new FSP 3000 M-Flex800™Adtran
 
Videogame localization & technology_ how to enhance the power of translation.pdf
Videogame localization & technology_ how to enhance the power of translation.pdfVideogame localization & technology_ how to enhance the power of translation.pdf
Videogame localization & technology_ how to enhance the power of translation.pdfinfogdgmi
 
Machine Learning Model Validation (Aijun Zhang 2024).pdf
Machine Learning Model Validation (Aijun Zhang 2024).pdfMachine Learning Model Validation (Aijun Zhang 2024).pdf
Machine Learning Model Validation (Aijun Zhang 2024).pdfAijun Zhang
 
UiPath Solutions Management Preview - Northern CA Chapter - March 22.pdf
UiPath Solutions Management Preview - Northern CA Chapter - March 22.pdfUiPath Solutions Management Preview - Northern CA Chapter - March 22.pdf
UiPath Solutions Management Preview - Northern CA Chapter - March 22.pdfDianaGray10
 
The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...
The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...
The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...Aggregage
 
COMPUTER 10 Lesson 8 - Building a Website
COMPUTER 10 Lesson 8 - Building a WebsiteCOMPUTER 10 Lesson 8 - Building a Website
COMPUTER 10 Lesson 8 - Building a Websitedgelyza
 
Introduction to Matsuo Laboratory (ENG).pptx
Introduction to Matsuo Laboratory (ENG).pptxIntroduction to Matsuo Laboratory (ENG).pptx
Introduction to Matsuo Laboratory (ENG).pptxMatsuo Lab
 
UiPath Studio Web workshop series - Day 6
UiPath Studio Web workshop series - Day 6UiPath Studio Web workshop series - Day 6
UiPath Studio Web workshop series - Day 6DianaGray10
 
UiPath Platform: The Backend Engine Powering Your Automation - Session 1
UiPath Platform: The Backend Engine Powering Your Automation - Session 1UiPath Platform: The Backend Engine Powering Your Automation - Session 1
UiPath Platform: The Backend Engine Powering Your Automation - Session 1DianaGray10
 
AI You Can Trust - Ensuring Success with Data Integrity Webinar
AI You Can Trust - Ensuring Success with Data Integrity WebinarAI You Can Trust - Ensuring Success with Data Integrity Webinar
AI You Can Trust - Ensuring Success with Data Integrity WebinarPrecisely
 
Anypoint Code Builder , Google Pub sub connector and MuleSoft RPA
Anypoint Code Builder , Google Pub sub connector and MuleSoft RPAAnypoint Code Builder , Google Pub sub connector and MuleSoft RPA
Anypoint Code Builder , Google Pub sub connector and MuleSoft RPAshyamraj55
 
20230202 - Introduction to tis-py
20230202 - Introduction to tis-py20230202 - Introduction to tis-py
20230202 - Introduction to tis-pyJamie (Taka) Wang
 
Apres-Cyber - The Data Dilemma: Bridging Offensive Operations and Machine Lea...
Apres-Cyber - The Data Dilemma: Bridging Offensive Operations and Machine Lea...Apres-Cyber - The Data Dilemma: Bridging Offensive Operations and Machine Lea...
Apres-Cyber - The Data Dilemma: Bridging Offensive Operations and Machine Lea...Will Schroeder
 
Cybersecurity Workshop #1.pptx
Cybersecurity Workshop #1.pptxCybersecurity Workshop #1.pptx
Cybersecurity Workshop #1.pptxGDSC PJATK
 
How Accurate are Carbon Emissions Projections?
How Accurate are Carbon Emissions Projections?How Accurate are Carbon Emissions Projections?
How Accurate are Carbon Emissions Projections?IES VE
 
Nanopower In Semiconductor Industry.pdf
Nanopower  In Semiconductor Industry.pdfNanopower  In Semiconductor Industry.pdf
Nanopower In Semiconductor Industry.pdfPedro Manuel
 
IaC & GitOps in a Nutshell - a FridayInANuthshell Episode.pdf
IaC & GitOps in a Nutshell - a FridayInANuthshell Episode.pdfIaC & GitOps in a Nutshell - a FridayInANuthshell Episode.pdf
IaC & GitOps in a Nutshell - a FridayInANuthshell Episode.pdfDaniel Santiago Silva Capera
 
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...UbiTrack UK
 

Dernier (20)

20150722 - AGV
20150722 - AGV20150722 - AGV
20150722 - AGV
 
Meet the new FSP 3000 M-Flex800™
Meet the new FSP 3000 M-Flex800™Meet the new FSP 3000 M-Flex800™
Meet the new FSP 3000 M-Flex800™
 
Videogame localization & technology_ how to enhance the power of translation.pdf
Videogame localization & technology_ how to enhance the power of translation.pdfVideogame localization & technology_ how to enhance the power of translation.pdf
Videogame localization & technology_ how to enhance the power of translation.pdf
 
Machine Learning Model Validation (Aijun Zhang 2024).pdf
Machine Learning Model Validation (Aijun Zhang 2024).pdfMachine Learning Model Validation (Aijun Zhang 2024).pdf
Machine Learning Model Validation (Aijun Zhang 2024).pdf
 
UiPath Solutions Management Preview - Northern CA Chapter - March 22.pdf
UiPath Solutions Management Preview - Northern CA Chapter - March 22.pdfUiPath Solutions Management Preview - Northern CA Chapter - March 22.pdf
UiPath Solutions Management Preview - Northern CA Chapter - March 22.pdf
 
The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...
The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...
The Data Metaverse: Unpacking the Roles, Use Cases, and Tech Trends in Data a...
 
COMPUTER 10 Lesson 8 - Building a Website
COMPUTER 10 Lesson 8 - Building a WebsiteCOMPUTER 10 Lesson 8 - Building a Website
COMPUTER 10 Lesson 8 - Building a Website
 
Introduction to Matsuo Laboratory (ENG).pptx
Introduction to Matsuo Laboratory (ENG).pptxIntroduction to Matsuo Laboratory (ENG).pptx
Introduction to Matsuo Laboratory (ENG).pptx
 
UiPath Studio Web workshop series - Day 6
UiPath Studio Web workshop series - Day 6UiPath Studio Web workshop series - Day 6
UiPath Studio Web workshop series - Day 6
 
UiPath Platform: The Backend Engine Powering Your Automation - Session 1
UiPath Platform: The Backend Engine Powering Your Automation - Session 1UiPath Platform: The Backend Engine Powering Your Automation - Session 1
UiPath Platform: The Backend Engine Powering Your Automation - Session 1
 
AI You Can Trust - Ensuring Success with Data Integrity Webinar
AI You Can Trust - Ensuring Success with Data Integrity WebinarAI You Can Trust - Ensuring Success with Data Integrity Webinar
AI You Can Trust - Ensuring Success with Data Integrity Webinar
 
Anypoint Code Builder , Google Pub sub connector and MuleSoft RPA
Anypoint Code Builder , Google Pub sub connector and MuleSoft RPAAnypoint Code Builder , Google Pub sub connector and MuleSoft RPA
Anypoint Code Builder , Google Pub sub connector and MuleSoft RPA
 
20230202 - Introduction to tis-py
20230202 - Introduction to tis-py20230202 - Introduction to tis-py
20230202 - Introduction to tis-py
 
Apres-Cyber - The Data Dilemma: Bridging Offensive Operations and Machine Lea...
Apres-Cyber - The Data Dilemma: Bridging Offensive Operations and Machine Lea...Apres-Cyber - The Data Dilemma: Bridging Offensive Operations and Machine Lea...
Apres-Cyber - The Data Dilemma: Bridging Offensive Operations and Machine Lea...
 
Cybersecurity Workshop #1.pptx
Cybersecurity Workshop #1.pptxCybersecurity Workshop #1.pptx
Cybersecurity Workshop #1.pptx
 
How Accurate are Carbon Emissions Projections?
How Accurate are Carbon Emissions Projections?How Accurate are Carbon Emissions Projections?
How Accurate are Carbon Emissions Projections?
 
Nanopower In Semiconductor Industry.pdf
Nanopower  In Semiconductor Industry.pdfNanopower  In Semiconductor Industry.pdf
Nanopower In Semiconductor Industry.pdf
 
201610817 - edge part1
201610817 - edge part1201610817 - edge part1
201610817 - edge part1
 
IaC & GitOps in a Nutshell - a FridayInANuthshell Episode.pdf
IaC & GitOps in a Nutshell - a FridayInANuthshell Episode.pdfIaC & GitOps in a Nutshell - a FridayInANuthshell Episode.pdf
IaC & GitOps in a Nutshell - a FridayInANuthshell Episode.pdf
 
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...
 

OW2Con 2013 - How to maximize the value of Big Data with the open source SpagoBI suite through a comprehensive approach

  • 1. How to maximize the value of Big Data with the open source SpagoBI suite through a comprehensive approach Monica Franceschini - SpagoBI Architect SpagoBI Competency Center - Engineering Group Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center www.ow2.org Twitter #ow2con
  • 2. COMPREHENSIVE APPROACH visualization for BIG DATA information building Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center www.ow2.org Twitter #ow2con
  • 3. DATASET Independent object to collect data from different sources, used by visualization tools. schedulation visualization dataset Follows SpagoBI behavioural model database in-memory Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center www.ow2.org Twitter #ow2con
  • 4. DATA SOURCES SpagoBI data sources are defined as connections towards different databases both from the Hadoop ecosystem and NoSql db visualization dataset SQL-like queries : HiveQL ● HBQL ● CQL ● Cypher... ● Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center www.ow2.org Twitter #ow2con
  • 5. IN-MOTION DATA Continuously running data can be processed by stream processors or CEPs and collected by SpagoBI dataset visualization dataset Dataset as an Event Handler notified by SpagoBI Adapter of newly available data + Stream processors/CEPs SpagoBI Adapter Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center www.ow2.org Twitter #ow2con
  • 6. SEMANTIC DATA Classify and categorize unstructured and heterogeneous data through semantic annotations, using domain ontologies. visualization dataset Semantic information can be stored in NoSql Graph databases and extracted by SpagoBI dataset Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center www.ow2.org Twitter #ow2con
  • 7. INFORMATION BUILDING Cooperation of visualization tools and free enquiry engine to produce information visualization dataset QbE Self Service Ad hoc reporting FILE DATA SOURCES DATASET Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center www.ow2.org Twitter #ow2con
  • 8. AGILE DEVELOPMENT Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center www.ow2.org Twitter #ow2con
  • 9. SELF SERVICE QbE engine allows creating new datasets and refining analysis in a graphical way FILE DATA SOURCES DATASET Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center www.ow2.org Twitter #ow2con
  • 10. AD HOC REPORTING Worksheet engine provides an instant graphical meaning to datasets DATASET Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center www.ow2.org Twitter #ow2con
  • 11. DASHBOARDS Cockpit engine allows aggregating different documents, interacting one with each other, to get information at a glance Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center www.ow2.org Twitter #ow2con
  • 12. JUST A USE CASE Open Data + Big Data = Value VALUE for BIG DATA BIG DATA Telecommunication companies: need to extract value from mobile data traffic information to improve services and advance new solutions OPEN DATA Public administration: need to extract value from information gathered from different sources (consumption, highway traffic, voice traffic) in order to improve the supply of tourist, environmental, social services Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center www.ow2.org Twitter #ow2con
  • 13. INFORMATION CYCLE SpagoBI tools cooperating together produce NEW VALUE from information Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center www.ow2.org Twitter #ow2con
  • 14. WHAT NEXT? Data mining Text mining Sentiment analysis Predictive analysis ... Extract value from information dataset Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center www.ow2.org Twitter #ow2con
  • 15. Find out all information (demo, documentation, tutorials, services and much more) and download all SpagoBI components at: www.spagobi.org Contact us spagobi@eng.it @twittmonique – monica.franceschini@eng.it Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center www.ow2.org Twitter #ow2con