1. No category

NCE/GCE-samling 9.mars 2015
Global Innovation Winner - prosjektet (GIW)
Big data & næringslivet
Knut H. H. Johansen
Styreleder NCE Smart Energy Markets / CEO eSmart Systems
Næringsklynge med
40 aktive partnere
Det hjelper ikke å pusse opp
gammel teknologi når denne blir
utsatt for distruptiv innovasjon
© www.esmartsystems.com
Hvilken motor vinner?
«From the dawn of civilization
until 2003, humankind generated
five exabytes of data. Now we
produce five exabytes every two
days…and the pace is
accelerating»
Eric Schmidt,
Executive Chairman, Google
© www.esmartsystems.com
Hva er Big Data?
6
Paradigm Shifts Enabled by Big Data
Traditional Approach
All available
information
Analyzed
information
Analyze small subsets of data
Big Data Approach
All available information analyzed
Analyze all data
7
The Real IT Revolution – Starting Now
Independent trends ---- are merging into --- The Nexus of Forces
Social Media
Mobility
Cloud
Disruptive Innovation the Way Forward
For High Value Adding Economy
Big Data
The Nexus of Forces
Source: Gartner 2013
Knut H. H. Johansen © www.esmartsystems.com
8
Big Data – what else?
Big Data
08.10.2013
Smart Data
Knut H. H. Johansen © www.esmartsystems.com
Fast Data
9
What is Big Data
Volume
Variety
Velocity
Knut H. H. Johansen © www.esmartsystems.com
Veracity
Value Chain for Big Data
Data innsamling
Databehandling & lagring
Frivillig
Lagring – skytjenster
Aggregering
Sikring
Tilgang
Nettverk
F.eks. erklærte
interesser og
hobbyer, ekspertise
etc.
Observert
F.eks.
lokasjonsdata,
nettleser historikk,
kjøpsvaner osv.
Lagring &
Aggregering
Teknikker for
innsamling
Web tracking
Cookies
Motorer
Hadoop / Mapreduce
Appache verktøy
Cloudera / IBM / EMC / Hortonworks
Analyser
Dataanalyse
Algoritmebruk
Datamining
Machine Learning
Bruksmuligheter
Forretningsanalyse
Rapportering
Forutse og estimere ytelse
Forretningsanalyse
Automasjon & kontroll
Profilering
Prediktiv analyse
Kontroll basert på prediksjon
Autonome systemer
Supercookies
Utledet
AMS-målere
Forberede data analyse
F.eks.
kredittvurderinger,
profiler bygget fra
nettaktivitet osv
Bompengepassering
ETL / dataintegrasjon
Workflow schedule
Systemverktøy
El-bil ladere
Bruk
Målretting mot kunder,
Algoritmetrading,
Avsløre svindel,
Automatisk kredittvurdering
Styring av sluttbrukerfleksibilitet
Lovhjemlet
F.eks.
pasientjournaler,
skattelister,
kjøretøyregistre
osv.
Kilde: Datatilsynet
Velocity - Analytics
Business Process
control / Improve
measure / capture
human observation
Descriptive
What happened?
Human
Human
Prescriptive
What should I do?
Human
Decision
Support
Prescriptive
What should I do?
Action
Predictive
What will happened?
Decision
Big Data
Diagnostic
Why did it happened?
Decision
Automation
Kilde: Gartner
08.10.2013
Knut H. H. Johansen © www.esmartsystems.com
12
veikryss
08.10.2013
© eSmart Systems AS
14
IoT
Big Data
Volume
Velocity
Variety
Veracity
Real Time Analytics
Visualization
Turning Big Data into Value
The “datafication” of the world
gives us unprecedented
amounts of data.
The latest technology together
with the latest software and
analysis approaches allow us to
leverage all types of data to add
value.
Smart Grid Control System
http://www.esmartsystems.com/about-us/experience-esmart/
Knut H. H. Johansen © www.esmartsystems.com
Investigation
17
18
19
Oslo Cancer Cluster
Big data and Precision medicine focus internationally
20
Blue Maritime
Big Data & the Maritime Sector
The new data reality can be found within the following main areas of the shipping industry:
•
•
•
•
•
•
•
Technical operation and maintenance
Energy efficiency (cost and environment)
Safety performance
Management and monitoring of accident
Environmental risks from shipping traffic
Commercial operation as part of a logistics chain
Automation of ship operations
Big Data & Energy
23
24
25
26
27
Big Data and Cluster to Cluster Co-operation
Generic foundation: Big Data - Real Time Analytics - Visualization
28
Aktiviteter – Big Data
• Intensivkurs i «big data» – Analytics for
ledere avholdes 20. - 24. april i Remmen
kunnskapspark, Halden.
• Nytt kurs vil bli holdt i november 2015.
• Fagsamlinger på temaer innen «big data»,
sanntidsanalyse
• og visualisering.
• Konsept for FoUI-prosjekter.
• Deltakelse i FoUI-prosjekter.
29
«Insanity is endlessly repeating the
same process and hoping for a
different result»
Albert Einstein
© www.esmartsystems.com