through a new information exploration paradigm. Monica Franceschini - SpagoBI
Architect. SpagoBI Competency Center - Engineering Group ... Page 4 ...
Extracting value from Big Data through a new information exploration paradigm
Monica Franceschini - SpagoBI Architect SpagoBI Competency Center - Engineering Group
Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
www.spagobi.org
big data dimensions
Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
www.spagobi.org
3 scenarios Analytics
SpagoBI for Big Data SEMANTIC BIG DATASETS
BYTES STREAM
Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
www.spagobi.org
big data storages Schedulation
Data Source Data Set HBQL CQL HiveQL ….
Visualization
Impala Persistency
Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
In-Memory
www.spagobi.org
real-time Event Handlers Event Dispatcher
●
●
Alerts
●
SMS
●
Mail
Dataset
Visualization
Persistency
Data Streaming
SpagoBI Adapter
●
Web Service
●
Java API
●
Queue
●
...
Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
In-Memory
www.spagobi.org
semantic approach Classify and Categorize unstructured and heterogeneous data through semantic annotations, using domain ontologies.
Semantic database
Network Analysis Engine MQL,Cypher, SPARQL...
FILTER
Freebase, Orient DB, Neo4J...
Visualization
Explorative Analysis Network Analysis as DRIVER
Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
www.spagobi.org
use cases Telecommunication companies:
Public administration: need to
need to extract value from mobile data traffic information to improve services and advance new solutions
extract value from information gathered from different sources (consumption, highway traffic, voice traffic) in order to improve the supply of tourist, environmental, social services
BIG DATA
OPEN DATA
VALUE Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
www.spagobi.org
big data platform Cloud services
SpagoBI
Data Marketplace
...
SpagoBI
Data Marketplace
...
Local Services
NoSQL
Cleaning & Integration
API ORCHESTRATION
Process/ Services designer
Analysis & Visualization
RDBMS DWH
Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
Dataset SpagoBI
API
Open Data www.spagobi.org
data “measures”
a Dat
Does size matter?
Big Data are different types...Big Data are something more!!!
Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
www.spagobi.org
dashboards Use cockpits to:
Aggregate analysis to get information at a glance
Filter data using specific documents
Make different kinds of documents interact with each other
Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
www.spagobi.org
self-service Use Free Enquiry engine to:
Create new datasets in a graphical and smart way
Define your own queries over datasets Refine your analysis
Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
www.spagobi.org
ad-hoc reporting Use Worksheet to:
Interact with Qbe to refresh your data
Create a prototype for your project Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
Provide an instant graphical meaning to your datasets www.spagobi.org
agile development Query Create charts Refine the query Persist New query
Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
www.spagobi.org
what comes next?
Unstructured & heterogeneous data
Statistical computing
Text mining
NEW VISUALIZATION
Sentiment analysis
...and more...
Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
www.spagobi.org
open-source as a resource Big-data through Open Source tools: – Technologically feasible – No product costs – Experimental proposals on well-known domains – Exploration of new domains – Investment skills (data scientist)
Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
www.spagobi.org
contacts Find out all information (demo, documentation, tutorials, services and much more) and download all SpagoBI components at: www.spagobi.org
Contact us
[email protected]
http://www.caribbean-tour.com/Contact-Us.html
Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved.
www.spagobi.org
![Extracting Value from Chaos [PDF]](https://m.moam.info/img/260x300/extracting-value-from-chaos-pdf_649de192098a9eb74b8b465b.jpg)
