big data - what's next?
TRANSCRIPT
Yes… BUT !BIG DATA
Taher MestiriEcole du Cloud SUPCOM05-04-2015
BIG DATA : Caracteristics
Gartner (2001)• Volume • Variety (structured unstructured)• Velocity (speed)IBM (2012)• Veracity (provenance) (IBM 2012)Even More Vs…• Value
Big DataVs
THE DIGITAL UNIVERSE
4,4 Zettabytes of data4,4 Trillion of Gigabytes
In 2013 there is as much Dataas known stars in all the universe
44 Zettabytes of data44 Trillion of Gigabytes62 times the number of all
sands in all beaches on earth
VOLUME
VELOCITY
1 TB OF INFORMATIONCaptured by The NYSE
in Every trading session
18,9 BILLIONNetwork Connections by 2016
2,5 Network connections per person on earth
100 SensorsIn each modern car that monitors items
VARIETY
30 BILLIONPIECES OF CONTENT
shared each month on Facebook
400 MILLION TWEETSAre sent everyday by 200 million
active users per month
420 MILLIONWearable, wireless
health monitor in 2014
VERACITY
3,1 TRILLION A YEARUS$ what poor data quality costs
The USA Economy
1 in 3 BUSINESS LEADERSDon’t trust the information they use
To make decisions
27% of RESPONDENTSIn one survey don’t know how much
of their data was inaccurate
78%
5%
17%
22%
DATA VALUE IN 2013Not Worth Worth & Analyzed Worth & Analyzed
1,5% is high Value
DATA STANDARDS
The Rise of the Machines – World’s First Global Standards for M2M Deployment04th of February, 2015
DATA SECURITYWithin two years, 90% of all IT networks will have an IoT-based security breach, although many will be considered 'inconveniences'...Chief Information Security Officers (CISOs) will be forced to adopt new IoT policies
In the year 2013, available storage capacity can only save 33 percent of the digital universe of data. By 2020, available storage only will be able to save less than 15 percent.
DATA STORAGE
DATA ANALYSIS PROBLEM
Better infrastructure ? Better Computing Capacity ? Better Algorithms ? Better Analysis Methods &
Methodologies ?