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GATE: Big Data for Smart Society Dessislava Petrova-Antonova Sofia University “St. Kliment Ohridski”, Faculty of Mathematics and Informatics
GATE: Big Data for Smart SocietyDessislava Petrova-Antonova
Sofia University “St. Kliment Ohridski”, Faculty of Mathematics and Informatics
Johann Wolfgang von Goethe
“Big Data provides the pipes, and AI provides the smarts”, Matt Turck
H2020-WIDESPREAD: Spreading Excellence and Widening Participation
Differences among EU Member States in research and innovation performance
Creation of new CoEs or upgrading the existing ones in low R&I performing countries
30 Projects funded under Teaming Phase 1
1 Bulgarian project funded: Big Data for Smart Society (GATE)
GATE project at a glanceGeneral objective of GATE: Establishment of Centre of Excellence on Big Data in Bulgaria
CSA project funded by EC under H2020-WIDESPREAD-04-2017-Teaming Phase 1
Duration: 1 September 2017 – 31 August 2018
Challenge: Create a sustainable business plan for a Big Data CoE that will be evaluated under H2020-WIDESPREAD-01-2018-2019 Teaming Phase 2
Europe is a home to over 55 Center of Excellences that perform cutting edge research and drive the development and evolution of all aspects of Big Data.
But how can a new Centre in Eastern Europe avail of the best practices of CoEsmostly in the region of Western Europe?
Big Data Value Ecosystem (BDVe)
Big Data Ecosystem Challenges
Data
Skills
Legal Technical
Application
Business
Societal
GATE concept
GATE activities
Community Building
Asset Support ICT Assistance On-boarding Resourcing Protection
Privacy Data Governance Federation Business SupportIncubation and
Acceleration
STRATEGIC APPLICATION AREAS
Future Cities
Digital Health
Smart Industry
Intelligent Governance
BIG DATA VALUE CHAIN
DATA TYPES
GATE INFRASTRUCTURE
GATE Big Data Reference Architecture
Things/Assets, Sensors and Actuators (Edge, IoT, CPS)
Cloud and High Performance Computing
Data Management (Acquisition, Curation, Aggregation, Linking)
Data Analytics (Modeling, Processing, Analytics)
Data Insight (Visualization, Access, Interaction)
Structured Data
Time series, Sensor data
Geospatial, Temporal
Media, Image, Audio
Text, Language, Genomics
Web, Graph,
Metadata
Communication and Connectivity (4G, 5G, LoRa)
Engin
eering an
d d
evelop
men
t
Security, p
rivacy and
trust
Stand
ards co
mp
liance
FED
ERAT
ED
INFR
AST
RU
CTU
RE
GATE Stakeholders
Data consumers Data suppliers Technology providers
Service providers Regulatory bodies
Standardization bodies
Collaborative networks
GATE Pilot Projects: large-scale data-driven demonstrations
Future City
Digital Health
Intelligent Governance
Smart Industry
Waking Up in a Smart City 10 years from nowYou and your family members are among 1,000,000 people in the city who set similar ‘smart’ wake up alarms for the coming morning
Smart Cities Wheel of Cohen and Adams
Concept of GATE Future City: Digital TwinA digital profile of the physical city that helps to optimize its performance
DIGITA
LTW
IN
Analytics
Data Sensors
Actions
VIRTUAL PHYSICAL
INFRASTRUCTURE
UTILIZING
SENSING
Future City Platform Anonymizer HarvesterParser Curator Annotator
Data Source Connectors
Time series, Sensor data
Geospatial, Temporal
Media, Image, Audio
Web, Graph, Metadata
ACTING
Storage SearchingIndexing Modeling Analytics
CITY INFORMATION MODEL
APIs Visualization (2D, 3D, 4D, 5D)
SEC
UR
ITY
AN
D S
TAN
DA
RD
S
Virtual Test-Bedding
Research and Development
Virtual Experimentation
Planning and Decision-Making
Structured Data
Cloud and HPC Communication and connectivity Things, Sensors and Actuators
Text, Language, Genomics
Application Store
Objects
Actors
Processes
City Information Model
Station
Building
Park
Bridge
Other
Driver
Pedestrian
Cyclist
Other
Living
Transportation
Retail
Other
composed of or be related to
categorized in
considered from and may be
complemented
play one or more roles
has generic or specific
attributes
described with static data or dynamic data
Interoperability with CityGML
Energy ADE
Noise ADE
Other Specific ADE
Cities around the world with open CityGML datasets
… what about the benefits?
Cedric Price, 1966
Capabilities of Future City Platform
Virtual Test-Bedding
Virtual Experimentation
Planning and Decision-Making
Research and Development
ISPRS Int. J. Geo-Inf. 2015, 4, 2842-2889; doi:10.3390/ijgi4042842
Applications of Future City
Spatial and thematic queries
Shadow impact Line of sightImproved
accessibilityEnergy demand of
BuildingsSolar potential of
buildings
Explosions in urban areas
Flood modelingCommercial real
estateUrban climate
analysisEconomic
developmentNoise propagation
