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ANDY PETRELLA VITESSE DE TRAITEMENT DES DONNÉES

BigData Week 2014 Belgium: Velocity

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French version of a talk given for the Big Data week, this is a poor export of this online one: http://slides.com/noootsab/bdw14

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Page 1: BigData Week 2014 Belgium: Velocity

ANDYPETRELLA

VITESSEDETRAITEMENTDES

DONNÉES

Page 2: BigData Week 2014 Belgium: Velocity

WHOTHEHECKISHE?

Page 3: BigData Week 2014 Belgium: Velocity

NO,REALLY?

@noootsab

http://ska-la.blogspot.be/

Page 4: BigData Week 2014 Belgium: Velocity

PENDANTQUENOUSLISONSCECI,TROPDEDONNÉESNOUSÉCHAPPENT...

...enfin,sinousnefaisonsrien!

Page 5: BigData Week 2014 Belgium: Velocity

Énergies

NOUSVIVONSPLONGÉDANSUNFLUXDEDONNÉES...

...maiscen'estpasnouveau

Transactionsbancaires

Bourse

TéléphonieSupplychains

Page 6: BigData Week 2014 Belgium: Velocity

Unmilliond'eventsàlaseconde

Commentsefigurer:

LEFLUXDEDONNÉESS'ACCÉLÈREETDÉPASSELAPERCEPTIONHUMAINE

Page 7: BigData Week 2014 Belgium: Velocity

20122014 ·-·CHAQUEMINUTE

3.125347.222picsuploaded Flickr/Whatsapp

47.00048.000downloads

Apple

3.600216.000picsshared

Instagram100.000277.000microtexts

Twitter

sharesFacebook2.000.0004.000.000queries

Google

hours Youtubemessages

Emails4872204.000.000204.000.000

684.4782.460.000

PLUSDEFLUX,PLUSRAPIDE

Page 8: BigData Week 2014 Belgium: Velocity

Lesappareilsconnectés...

SAAS

MMORPG

`SOCIAL`NETWORKS

Générations:allchecked

DATADÉLUGE

Page 9: BigData Week 2014 Belgium: Velocity

LeanCloud

FunctionalProgramming

Distributedcomputing

LambdaArchitecture

LESMÉTHODOLOGIESETLESTECHNOLOGIESS'YSONTADAPTÉES.

ELLESSONTPRÈTES!

Agile

Page 10: BigData Week 2014 Belgium: Velocity

TECHNOLOGIESDISTRIBUÉES

Spark-StreamingBerkeley(airbnb,amazon,twitter)

S4 AmazonStorm

Twitter

Kafka+SanzaLinkedInDataFreeway+Puma

Facebook

Page 11: BigData Week 2014 Belgium: Velocity

LE BUSINESSASUSUAL 2.0

Page 12: BigData Week 2014 Belgium: Velocity

MarketingSAV

Capacityplanning

Qualité

EnvironnementOptimisationde

Production

EXEMPLES

Page 13: BigData Week 2014 Belgium: Velocity

CATCH'EMALL!