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
www.esmartsystems.com Det hjelper ikke å pusse opp gammel teknologi når denne blir utsatt for distruptiv innovasjon
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 Big Data Approach All available information Analyzed information All available information analyzed Analyze small subsets of data 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 Smart Data Fast Data 08.10.2013 Knut H. H. Johansen www.esmartsystems.com 9
What is Big Data Volume Variety Velocity Veracity Knut H. H. Johansen www.esmartsystems.com
Value Chain for Big Data Data innsamling Lagring & Aggregering Analyser Bruksmuligheter Frivillig F.eks. erklærte interesser og hobbyer, ekspertise etc. Observert F.eks. lokasjonsdata, nettleser historikk, kjøpsvaner osv. Teknikker for innsamling Web tracking Cookies Databehandling & lagring Lagring skytjenster Aggregering Sikring Tilgang Nettverk Motorer Hadoop / Mapreduce Appache verktøy Cloudera / IBM / EMC / Hortonworks Dataanalyse Algoritmebruk Datamining Machine Learning Forretningsanalyse Profilering Prediktiv analyse Forretningsanalyse Rapportering Forutse og estimere ytelse Automasjon & kontroll Kontroll basert på prediksjon Autonome systemer Utledet F.eks. kredittvurderinger, profiler bygget fra nettaktivitet osv Supercookies AMS-målere Bompengepassering El-bil ladere Forberede data analyse ETL / dataintegrasjon Workflow schedule Systemverktøy 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 measure / capture control / Improve human observation Descriptive What happened? Human Big Data Diagnostic Why did it happened? Predictive What will happened? Prescriptive What should I do? Human Human Decision Support Decision Action Prescriptive What should I do? 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 Real Time Analytics Visualization Turning Big Data into Value Volume Velocity Variety Veracity 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
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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
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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