FORMATIONBIG DATA

« TOUT EST DATA »

4-5 Février 2016

Veille > Formation > Strategie > Marketing > Innovation > Business Models

Partie #2/8

Veille > Formation > Strategie > Marketing > Innovation > Business Models

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L’invention du microscope

IMPRIMANTES 3D

SCANNERS LASER 3D

We can separate the design of a product from its manufacture for the first time in history, because all the information necessary to printthat object is built into the design.

- Carl BassPresident and chief executive officer of Autodesk, Inc.

« Extra-Big Data »

Les données des objets connectészsont-elles « Extra-Big »?How « big » is IOT Big Data ?

http://pennystocks.la/internet-in-real-time/

Why IoT Data is different

Data, Event Logs,

IOT Data

Actions, Observations,

Events, Interactions

Multi-Structured

Billions per Day

Remote, Mobile

Sensor Logs, Mobile

Operational Data

BIG Data

Actions, Observations,

Events

Multi-Structured

Millions, Billions per

Day

Cloud-connected

App Logs, Web Logs,

Clickstream, Event

Logs, Timeseries Data,

Mobile Data

Traditional

Data

People, Transactions,

Things

Structured

Hundreds, Thousands

per Day

Variable (often inside

firewall)

Customer Records,

Transaction Records,

Product Information,

Business Data

Les données « captées » s’additionnent vite !

• 20 capteurs produisant des données toutes les 5 minutes

–

–

–

–

240 enregistrements/heure

5760 enregistrements/jour

172,800 enregistrements/mois

2,102,400 enregistrements/année

• Multiplié par 10,000 objets (c’est très peu !)

–

–

–

–

2,400,000 enregistrements / heure

57,600,000 enregistrements / jour

1,728,000,000 enregistrements / mois

21,024,000,000 enregistrements / année

+ de données = de nouvelles questions

De nouvelles questions:

Beaucoup de données :

Utilisation des objets CapteursObservations ErreursEvènements

Actions

Comment utilisent-on mes produits ?

Comment puis-je les

améliorer ?

Comment convaincre

+ d’utilisateurs ?

Comment augmenter

mon revenu / user ?

Comment réduire

mes coûts de

fonctionnement ?

Le coût de la complexité

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