SpagoBI & Big Data:
a smart approach to turn data
into knowledge
October 8th, 2013
Monica Franceschini – IT Solution Archi...
Smart approach
By smart approach we mean:
●

Information building through
●
●
●
●

●

Visualization through
●
●
●

●

Diff...
Comprehensive approach

ANALYTICS

for Big Data
SEMANTIC
BIG
DATASETS

BYTES STREAM

Copyright © 2013 Engineering Group, S...
Comprehensive approach

Visualization

for Big Data

Information building
Copyright © 2013 Engineering Group, SpagoBI Comp...
3 scenarios
Data Source

Schedulation

Data Set

Data
Streaming

Visualization

Semantic
database
Persistency

Copyright ©...
Dataset component
Schedulation
Behavioural model

Data Set

Visualization
Analytical driver
LOV (List of Values)

Persiste...
Big Data storages
Data Source
Data Set
Query

HBql
● CQL
● HiveQL
● ...
●

Impala
JDBC / JNDI connections
towards NoSql da...
Real time
Event Handlers
Event
Dispatcher

Dataset

SMS
● Alerts
● Mail
● ...
●

Visualization

Persistency

In-Memory

We...
Semantic

Linked data
semantic ontologies

Experienced NoSQL graph
databases:
OrientDB
Neo4J

Copyright © 2013 Engineering...
Semantic
Classify and Categorize unstructured and heterogeneous data through
semantic annotations, using domain ontologies...
Comprehensive approach

Visualization

Static reports
Charts
Geo

Ad hoc reporting
...

for Big Data

Information building...
Agile development
Query

Create
charts
Refine the
query
Persist

New
query

Copyright © 2013 Engineering Group, SpagoBI Co...
Self service
Use Free Enquiry
Engine to:

Create new datasets in
a graphical and smart
way
Define your own queries
over da...
Ad hoc reporting
Use
Worksheet
to:

Interact with QbE to
refresh your data

Create a prototype for
your project
Copyright ...
Dashboards
Use Cockpits
to:

Aggregate analysis to
get information at a
glance

Filter data using
specific documents
Copyr...
What comes next
Unstructured &
heterogeneous data
NEW
Statistical computing
INFORMATION
BUILDING TECH
Data mining
Text min...
Find out all information
(demo, documentation, tutorials, services and much more)
and download all SpagoBI components at:
...
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Webinar: SpagoBI & Big Data, a smart approach to turn data into knowledge

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The presentation supported the webinar focused on the smart approach adopted by SpagoBI suite to manage Big Data, delivered on October 8th, 2013 within SpagoWorld Webinar Center. http://www.spagoworld.org/

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Webinar: SpagoBI & Big Data, a smart approach to turn data into knowledge

  1. 1. SpagoBI & Big Data: a smart approach to turn data into knowledge October 8th, 2013 Monica Franceschini – IT Solution Architect This presentation has been used during a webinar delivered within SpagoWorld Webinar Center - http://bit.ly/WebinarCenter Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved. www.spagobi.org
  2. 2. Smart approach By smart approach we mean: ● Information building through ● ● ● ● ● Visualization through ● ● ● ● Different data sources connections Datasets Self service BI Agile development of information Dashboards with interactions between documents Behavioural model leading documents behaviour Ad hoc reporting Smart approach = comprehensive approach Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved. www.spagobi.org
  3. 3. Comprehensive approach ANALYTICS for Big Data SEMANTIC BIG DATASETS BYTES STREAM Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved. www.spagobi.org
  4. 4. Comprehensive approach Visualization for Big Data Information building Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved. Static reports Charts Geo Ad hoc reporting ... DA T AS ET NoSql Hadoop Real time Self Service ... www.spagobi.org
  5. 5. 3 scenarios Data Source Schedulation Data Set Data Streaming Visualization Semantic database Persistency Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved. In-Memory www.spagobi.org
  6. 6. Dataset component Schedulation Behavioural model Data Set Visualization Analytical driver LOV (List of Values) Persistency Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved. In-Memory www.spagobi.org
  7. 7. Big Data storages Data Source Data Set Query HBql ● CQL ● HiveQL ● ... ● Impala JDBC / JNDI connections towards NoSql databases of the Hadoop ecosystem Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved. Dataset follows the Behavioural Model using: SpagoBI analytical drivers User attributes www.spagobi.org
  8. 8. Real time Event Handlers Event Dispatcher Dataset SMS ● Alerts ● Mail ● ... ● Visualization Persistency In-Memory Web Service ● Java API ● Queue ● ... ● Data Streaming SpagoBI Adapter Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved. www.spagobi.org
  9. 9. Semantic Linked data semantic ontologies Experienced NoSQL graph databases: OrientDB Neo4J Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved. www.spagobi.org
  10. 10. Semantic Classify and Categorize unstructured and heterogeneous data through semantic annotations, using domain ontologies. Network Analysis Engine Semantic database MQL,Cypher, SPARQL, Gremlin traverse FILTER Orient DB, Neo4J... Visualization Explorative Analysis Network Analysis as DRIVER Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved. www.spagobi.org
  11. 11. Comprehensive approach Visualization Static reports Charts Geo Ad hoc reporting ... for Big Data Information building DA T AS ET NoSql Hadoop Real time Self Service ... Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved. www.spagobi.org
  12. 12. Agile development Query Create charts Refine the query Persist New query Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved. www.spagobi.org
  13. 13. 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
  14. 14. 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
  15. 15. Dashboards Use Cockpits to: Aggregate analysis to get information at a glance Filter data using specific documents Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved. Make different kinds of documents interact with each other www.spagobi.org
  16. 16. What comes next Unstructured & heterogeneous data NEW Statistical computing INFORMATION BUILDING TECH Data mining Text mining Sentiment analysis NEW VISUALIZATION ...and more advanced & predictive analysis Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved. www.spagobi.org
  17. 17. 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 Copyright © 2013 Engineering Group, SpagoBI Competency Center. All rights reserved. www.spagobi.org

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