big data: hacking complexity - digital for business

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BIG DATA: HACKING COMPLEXITY Leonardo Camiciotti / Christian Racca TOP-IX May 2013

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La globalizzazione, lo sviluppo delle tecnologie ed il moltiplicarsi delle interazioni sociali virtuali stanno delineando, in maniera sempre più chiara, i tratti di quella che è definita “l’era della complessità”. In tale contesto il volume di dati prodotti dai social networks, dalle reti di sensori intelligenti e dai log dei sistemi informativi aziendali (a cui deve essere aggiunto l'output del processo costante di digitalizzazione della conoscenza) si configura come asset imprescindibile per tutti i settori di attività (i.e. pubblica amministrazione, industria, etc.). D'altra parte un anno di "hype mediatico" attorno al tema ha efficacemente dimostrato come la disponibilità dei dati grezzi non sia fonte diretta di valore: "data don't speak from themselves"! L'intervento mira a sensibilizzare i partecipanti sul tema, sottolineando la necessità immediata di "use cases" e definendo una catena del valore per i (BIG) DATA. In chiusura sarà presentata l'esperienza di Big Dive: corso di formazione per data scientist organizzato a Torino, giunto quest'anno alla sua seconda edizione.

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Page 1: BIG DATA: hacking complexity - Digital for Business

BIG DATA: HACKING COMPLEXITY

Leonardo Camiciotti / Christian Racca TOP-IX May 2013

Page 2: BIG DATA: hacking complexity - Digital for Business

@pendolare@i_realize@digital_fest#BIGDIVE2013

Christian RaccaDesign Engineer @ TOP-IX

Leonardo CamiciottiDevt. Program Manager @ TOP-IX

#BIGDATA

Page 3: BIG DATA: hacking complexity - Digital for Business

Data is the new oil. Big data is different1. Big data is a management revolution2. Big data is the next frontier for innovation,competition, and productivity3. Big data makes the scientific method obsolete4.

BIG DATA IS HYPE

TOP-IX / DIGITAL FESTIVAL 2013

Page 4: BIG DATA: hacking complexity - Digital for Business

WHAT LIES BEYOND THE

TOP-IX / DIGITAL FESTIVAL 2013

PEAK OF EXPECTATION ?

Page 5: BIG DATA: hacking complexity - Digital for Business

A complex system is a system composed of interconnected parts that as a whole exhibit one or more properties (behavior among the possible properties) not obvious from the properties of the individual parts. [Wikipedia]

LET’S JUMP INTO SCIENCE

TOP-IX / DIGITAL FESTIVAL 2013

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WE LIVE IN A WORLD OF COMPLEX SYSTEMS

(AND WE ARE PART OF IT)

TOP-IX / DIGITAL FESTIVAL 2013

Page 7: BIG DATA: hacking complexity - Digital for Business

BUT WE KNOW BY CREATING AND CONNECTING SINGLE FRAGMENTS OF REALITY

TOP-IX / DIGITAL FESTIVAL 2013

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BIG DATA (REVOLUTION) IS MAKING EXPLICIT INTRINSIC COMPLEX TEXTURES AND BEHAVIOURS

writing printing digitalizationTOP-IX / DIGITAL FESTIVAL 2013

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TOP-IX / DIGITAL FESTIVAL 2013

THE SCIENTIFIC CHALLENGE IS NOW TO CREATE MEANINGFUL MOSAICS BY MASTERING DIGITAL DATA.

Page 10: BIG DATA: hacking complexity - Digital for Business

BIG DATA IS TOO BIG TO IGNORE

TOP-IX / DIGITAL FESTIVAL 2013

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WHY NOW?

TOP-IX / DIGITAL FESTIVAL 2013

FORCESHPC / High Performance ComputingCloudOpen SourceStorage cost reductionThe rise of Data Science

SOURCESThe always-on consumerSocial NetworksThe Open Data movementSmart Cities monitoringKnowledge digitalization process

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BIG DATABusiness intelligence

Energy Public Administration

Education

Crime

Logistics

Internet of things

Finance

TOP-IX / DIGITAL FESTIVAL 2013

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WITH ENOUGH DATA, THE NUMBERS SPEAK FOR THEMSELVES (CHRIS ANDERSON)

DEMYSTIFYING BIG DATA

TOP-IX / DIGITAL FESTIVAL 2013

TRUE

FALSE

Page 14: BIG DATA: hacking complexity - Digital for Business

DATAIS NOT A BUSINESS MODEL

DEMYSTIFYING BIG DATA

TOP-IX / DIGITAL FESTIVAL 2013

TRUE

FALSE

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BIG DATA IS ABOUT THE SIZE OF THE DATASET

DEMYSTIFYING BIG DATA

TOP-IX / DIGITAL FESTIVAL 2013

TRUE

FALSE

Page 16: BIG DATA: hacking complexity - Digital for Business

BIG DATA CAN CONNECT DATAAND DECISIONS

DEMYSTIFYING BIG DATA

TOP-IX / DIGITAL FESTIVAL 2013

TRUE

FALSE

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It took 50 years for organization to fully leverage transaction systems... we can't imagine that data revolution happens in a while.

40% of major business decisions are based on instinct and not on data - Accenture study

REVOLUTIONS TAKE TIME

TOP-IX / DIGITAL FESTIVAL 2013

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BIG DATA NEEDS

STANDARDS/COLLABORATIONGOVERNMENT SUPPORTLOTS OF STARTUPSDATA SCIENTISTS

DEVELOPMENT

VISUALIZATION

SCIENCE

TOP-IX / DIGITAL FESTIVAL 2013

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BIG DIVE 2012

FIRST EDITION HIGHLIGHTS

8 DIFFERENT NATIONALITIES 90% OF DIVERS RECOMMEND BIG DIVE

20 DIVERS

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THE

END

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1 Thomas H. Davenport, Paul Barth, and Randy Bean. “How Big Data is Different," MIT Sloan Management Review, July 30, 2012 2 Andrew McAfee and Erik Brynjolfsson. “Big Data: The Management Revolution”, Harvard Business Review, Octo- ber 2012 3 “Big Data: The Next Frontier for Innovation, Competition, and Productivity,” McKinsey Global Institute.>.4 Chris Anderson. “The End of Theory: Big Data Makes the Scientific Method Obsolete,” Wired, June 2008.

BOOKThe Business Case for Big Data by Phil Simon. Published by John Wiley & Sons, March 2013.

PAPERToo Big to Ignore by By James Guszcza, David Steier, John Lucker, Vivekanand Gopalkrishnan, Harvey Lewis Published January 31, 2013

USEFUL LINKShttp://blogs.gartner.com/svetlana-sicular/big-data-is-falling-into-the-trough-of-disillusionment/http://wikibon.org/blog/big-data-infographics/

VIDEOShttp://www.google.com/glass/start/how-it-feels/