Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Cloud Computing y Big Data, próxima frontera de la innovación
1. Cloud Computing y Big Data,
próxima frontera de la innovación
Cloud Computing and Big Data,
the next frontier of innovation
Jordi Torres, UPC-BSC
Madrid, 21 Marzo 2013
23. CLOUD COMPUTING:
IT as a service
On-demand self-service Pay per use
Rapid elasticity Ubiquitous access
....
Source: http://www.telegraph.co.uk/technology
/reviews/9241719/Power-Ethernet-Sockets-review.html
24. Example of benefits (IaaS):
1 computer in a rack
for 120 hours 120 computers in three
racks for 1 hour
Idea : Tutorial SC2011 - Robert Grossman
26. Source: http://www.docuciencia.es/2009/05/lhc-el-acelerador-de-particulas/
“… the LHC produces 1PetaByte of data every second, big data and
lack of computing resources were becoming the European Organization
for Nuclear Research’s biggest IT challenges…”
Source: computerweekly.com/news/2240173897/CERN-adopts
-OpenStack-private-cloud-to-solve-big-data-challenges
33. BIG DATA?
Big Data is data that exceeds the storing,
processing and managing capacity of
conventional systems.
The reason is that the data is too big,
moves too fast, or doesn’t fit the
structures of our current systems’
architectures.
Moreover, to gain value from this data, we
must change the way to analyze it.
34. NEW CHALLENGES
that must be addressed urgently, in order to respond
to the needs of the advancement of science
1. Storing
2. Managing
3. Processing
4. Analyzing
39. 1 Data processing challenges
Rethinking data processing is required:
MapReduce, Storm, S4,…
Source: http://www.google.com/about/datacenters/gallery/images/_2000/IDI_018.jpg
40. 2 Data storage challenges
New Storage technologies are required
HHD 100 cheaper than RAM
But 1000 times slower
RAM vs HHD
Solid- state drive (SSD)
Not volatile
Present solutions:
Storage Class Memory (SCM)
Research:
41. 3 Data management challenges
Relational DB can’t support everything
Example: eventual consistency
Solution: “NoSQL systems”
Research: New management systems
Source: gigaom.com/cloud/big-data-
and-nosql-march-to-the-enterprise/
43
42. 4 Obtaining value from data
The information is non actionable knowledge
-
Data prediction using data mining &
+ machine learning techniques
Value
Volume
Information
Research: The majority of algorithms
function well in thousands of
+ registers, however at the moment they
Knowledge - are impractical for thousands of
milions.
43. Cloud Computing
and Big Data:
the next frontier of
science and
innovation
44. Thank you for your attention
www.JordiTorres.org - @JordiTorresBCN
www.smartcityexpo.com www.bsc.es/eBusiness
Autonomic Systems and e-Business Platforms research line at BSC/UPC
45.
46. Thank you for your attention
www.JordiTorres.org - @JordiTorresBCN
www.smartcityexpo.com www.bsc.es/eBusiness
Autonomic Systems and e-Business Platforms research line at BSC/UPC