Technology for a better society 1
How can international standards contribute to the Big Data V's with simpler management of data Volumes, data Velocity, data Variety
and data Veracity to support data Value?Seminar: Digital Norway – built on international standards
Lillehammer, Norway, November 9th, 2016
Arne J. Berre, SINTEF IKT
Avdeling for Nettbaserte systemer og tjenester
Gruppe for Smarte systemer og data
Leder av GEMINI senter for Big Data, SINTEF, NTNU, UiO
Leder av Big Data Value Association, BDVA.eu, Technical Priorities
Technology for a better society
Dr. Arne J. Berre, Chief scientistSINTEFForskningsveien 1, Blindern0314 OSLO, NORWAYPhone: +47 9204 7452E.mail: [email protected]
• Dr. Arne-Jørgen Berre is chief research scientist at SINTEF. He is responsible for the Big Data area at SINTEF, and leader of the Norwegian GEMINI Center for Big Data with SINTEF, NTNU and UiO and leader of the European Big Data Value Association (www.bdva.eu) task force on Technical Priorities. He is representing SINTEF in the collaboration with the new Telenor AI Lab at NTNU. He has been working in the standardisation communities since 1989 with the Object Management Group (OMG) and since 1994 with CEN/TC287, ISO/TC2111 and OGG. He has been the editor for ISO/TC211/OGC ISO 19103 Conceptual Schema Language and ISO 19119 Geographic services and CEN/TC287 TR 15449-4, Service centric view on SDI – Spatial Data Infrastructures. He is Norwegian representative to ISO 19150-4 Service ontology and ISO JTC1 WG9 Big Data. He is currently involved in projects on Big Data, Linked data and Interoperability for Geospatial data and Earth Observation, Smart Cities, Telecom, Environmental monitoring, BioEconomies (Fishery, Forestry, Agriculture), Transport and Energy Smart Grids. He is a member of the Belmont forum on e-Infrastructure and Data Management for Environmental data.
Technology for a better society
www.bdva.eu
Big Data PPP Horizon 2020Funding, 500 Meuro, 2016-20
Technology for a better society
Technology for a better society
GEMINI Center for Big Data(SINTEF Oslo/Trondheim, NTNU Trondheim/Gjøvik, UiO Oslo)
• Cooperation on Big Data between SINTEF, NTNU og UiO• 12 full professors, 4 associate professors, 10 researcher, 8 PhD candidates, 10+ Master students
• Synergy related to a common tool box, methods/techniques, courses and projects related to Big Data
• Connection to related areas on Applied AI, Data Science and High Performance Computing
• Technical topics for Big Data:– Big Data Architectures– Big Data Management– Big Data Analytics– Big Data Privacy, Protection and Security– Big Data Visualisation– Big Data Standardisation
• Appliction areas/sectors for Big Data:– Industry sectors: Smart Cities, Oil&Gas, Energy&Utilities, Telecom, Manufacturing, Media, Finance/Insurance,
BioEconomies (Fishery/Aquaculture, Forestry, Agriculture), …– EU Social challenges: Health, Food&Agriculture, Energy, Transport, Climate, Inclusive Societies, Secure Societies,
…
Technology for a better society
The Big Data V's
Volume Velocity VeracityVariety Value
Data at Rest
Terabytes to exabytes of existing
data to process
Data in Motion
Streaming data, requiring mseconds to
respond
Data in Many Forms
Structured, unstructured, text,
multimedia,…
Data in Doubt
Uncertainty due to data inconsistency &
incompleteness, ambiguities, latency,
deception
€€
€
€
€
€ €
€
Data into Money
Business models can be associated to the
data
Adapted by a post of Michael Walker on 28 November 2012
Technology for a better society14/11/2016
Sector 3D
ata
Co
llect
ion
&
sto
rage
Pre
par
atio
nC
ura
tio
nD
ata
pro
cess
ing
An
alys
isV
alu
eSector 2Sector 1 Sector n
Data ManagementCollection, preparation, curation, linking, access
Structured, semi-structured, non-structured(Variability, Variety, Volume - Storage)
BIOData
''
Data Processing ArchitecturesBatch, Interactive, Streaming/Realtime
(Volume, Velocity)
Data Visualisation and User Interaction1D, 2D, 3D, 4D, VR/AR
(Value, Visualisation)
Infrastructure
Data AnalyticsDescriptive, Diagnostic, Predictive, Prescriptive
(Value, Veracity)
Resources,
Cloud
Geospatial
WebSocialMedia
Text,Language
Timeseries,Sensor
Basictypes
Image,Video,Audio
Metadata
IoT HPC
Privacy
Pro
tection
, An
on
ymisatio
n, Secu
rity
Stand
ards
Communication
..
Storage
BDVAReferenceArchitecture
www.bdva.eu
Sectors,Application areas
ETP4HPC,Cloud/Services5G ++
Data types,across sectors
ISO JTC1/WG9 –NIST Big Data Reference Architecture
Data Management
Analytics
Data protectionPrivacySecurity
with BDVA Technical priorities
Processing Architecture
Processing Architecture
Data Management
Data Management
Visualisation
Standards
Standards
HPC, Cloud computing
Geospatial
WebSocialMedia
Text,Language
Timeseries,Sensor
Basictypes
Image,Video,Audio
Metadata
..
European Interoperabiliy Framework
14/11/2016
http://ec.europa.eu/isa/documents/isa_annex_ii_eif_en.pdf
Technology for a better society
DataBio project,ICT15 Big Data PPP,Large Scale Pilot(2017-2019)(48 partners,16 Meuro)
SINTEF Fiskeri ogHavbruk, SINTEF IKT med Sildefiskelaget,Fiskefartøy, o.a.
Technology for a better society
Technology for a better society
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