The presentation supported the speech by Monica Franceschini, SpagoBI Architect, at OW2Con 2013 - the annual community event of OW2 Consortium (www.ow2.org). It focuses on the smart approach adopted by SpagoBI suite (www.spagobi.org) to manage Big Data. www.spagoworld.org
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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
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
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