How to maximize the value
of Big Data with the open source SpagoBI suite
through a comprehensive approach
Monica Francesch...
COMPREHENSIVE APPROACH

vis u a liz a tio
n

for BIG DATA

in fo rm a tio n b u ild in g

Copyright (C) 2013 - Engineering...
DATASET
Independent object to collect data from
different sources, used by visualization
tools.

schedulation

d a ta s e
...
DATA SOURCES
SpagoBI data sources are defined as
connections towards different
databases both from the Hadoop
ecosystem an...
IN-MOTION DATA
Continuously running data can be
processed by stream processors or
CEPs and collected by SpagoBI
dataset

v...
SEMANTIC DATA
Classify and categorize
unstructured and
heterogeneous data through
semantic annotations, using
domain ontol...
INFORMATION BUILDING
Cooperation of visualization
tools and free enquiry engine to
produce information

visualization

d a...
AGILE DEVELOPMENT

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

www.ow2.org

Twitter #ow2con
SELF SERVICE
QbE engine allows to
create new datasets and
refine analysis in a
graphical way

FILE

DATA
SOURCES

DATASET
...
AD HOC REPORTING

Worksheet engine
provides an instant
graphical meaning to
datasets

DATASET

Copyright (C) 2013 - Engine...
DASHBOARDS

Cockpit engine allows aggregating
different documents, interacting one
with each other, to get information at ...
JUST A USE CASE

Open Data + Big Data = Value

VALUE

for BIG DATA
BIG DATA

Te le c o m m u n ic a tio n c o m p a n ie s...
INFORMATION CYCLE

SpagoBI tools cooperating together
produce NEW VALUE from
information

Copyright (C) 2013 - Engineering...
WHAT NEXT?

Data mining
Text mining
Sentiment analysis
Predictive analysis
...

Ex tra c t
va lu e fro m
in fo rm a tio n
...
Find out all information
(demo, documentation, tutorials, services and much more)
and download all SpagoBI components at:
...
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How to maximize the value of Big Data with SpagoBI suite through a comprehensive approach, Monica Franceschini, Engineering Group, SpagoBI.

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The vastness and variety of the Big Data landscape requires a new explorative paradigm to analyze data and extract new value from information. The speech describes the approach adopted by SpagoBI suite to manage large volumes of heterogeneous structured and unstructured data, to perform real-time Business Intelligence on Big Data streaming and to give meaning to data through the semantic analysis. SpagoBI supplies meaningful data insights through the main concept of persistable and schedulable datasets, and using tools such as self-service BI, ad-hoc reporting, interactive dashboards and explorative analysis.

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How to maximize the value of Big Data with SpagoBI suite through a comprehensive approach, Monica Franceschini, Engineering Group, SpagoBI.

  1. 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. 2. COMPREHENSIVE APPROACH vis u a liz a tio n for BIG DATA in fo rm a tio n b u ild in g Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center www.ow2.org Twitter #ow2con
  3. 3. DATASET Independent object to collect data from different sources, used by visualization tools. schedulation d a ta s e t visualization Follows SpagoBI behavioural model database in-memory Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center www.ow2.org Twitter #ow2con
  4. 4. DATA SOURCES SpagoBI data sources are defined as connections towards different databases both from the Hadoop ecosystem and NoSql db visualization d a ta s e t SQL-like queries : HiveQL ● HBQL ● CQL ● Cypher... ● Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center www.ow2.org Twitter #ow2con
  5. 5. IN-MOTION DATA Continuously running data can be processed by stream processors or CEPs and collected by SpagoBI dataset visualization d a ta s e t 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. 6. SEMANTIC DATA Classify and categorize unstructured and heterogeneous data through semantic annotations, using domain ontologies. visualization d a ta s e t 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. 7. INFORMATION BUILDING Cooperation of visualization tools and free enquiry engine to produce information visualization d a ta s e t Ad hoc reporting FILE QbE Self Service DATA SOURCES DATASET Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center www.ow2.org Twitter #ow2con
  8. 8. AGILE DEVELOPMENT Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center www.ow2.org Twitter #ow2con
  9. 9. SELF SERVICE QbE engine allows to create new datasets and refine analysis in a graphical way FILE DATA SOURCES DATASET Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center www.ow2.org Twitter #ow2con
  10. 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. 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. 12. JUST A USE CASE Open Data + Big Data = Value VALUE for BIG DATA BIG DATA Te le c o m m u n ic a tio n c o m p a n ie s : need to extract value from mobile data traffic information to improve services and advance new solutions OPEN DATA Pu b lic a d m in is tra tio n : 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. 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. 14. WHAT NEXT? Data mining Text mining Sentiment analysis Predictive analysis ... Ex tra c t va lu e fro m in fo rm a tio n d a ta s e t Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center www.ow2.org Twitter #ow2con
  15. 15. Find out all information (demo, documentation, tutorials, services and much more) and download all SpagoBI components at: w w w.s p a g o b i.o rg Contact us s p a g o b i@e n g .it @tw ittm o n iq u e – m o n ic a .fra n c e s c h in i@e n g .it Copyright (C) 2013 - Engineering Group, SpagoBI Competency Center www.ow2.org Twitter #ow2con
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