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#bdvasummit #bdvasummit Big Data @ Valencia SmartCity project Daniel Díaz VLCi project Manager Valencia City Hall
#bdvasummit
#bdvasummit
Big Data @ Valencia SmartCity projectDaniel Díaz
VLCi project Manager
Valencia City Hall
#bdvasummit
App Valencia• Even before my presentation starts… please, have a look at this
2
SOCINFO Smart City 2015
CNIS 2015
Real Time notifications- Traffic- Emergencies
Geopositioned information- BUS stops- Public Bikes service- Metro- Taxis- Monuments- Closer & Cheaper Gas Stations, Hospitals, Chemists
Tourism & Culture- Cultural Routes- Augmented Reality features (Historical Monuments)- Audio guide (emblematic monuments)- Virtual reality tours
30-11-2016 3www.bdva.eu#bdvasummit30-11-2016 www.bdva.eu#bdvasummit
o 1 . VLCi Project elevator pitch
o 2 . VLCi platform
o 3 . VLCi Big Data features
o 4 . Data Catalogue – Big Data potential
o 5 . Use Cases
o 6 . Next Steps
Contents
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BUDGETSplit in 2 Dimensions:• D1: Platform Service• D2: Professional
Services.
CONTRACTWon in Public bid. Telefonica got the Project assigned amongst other 7 remarkable firms. Contract Date: 08/07/2014
PROJECT SCOPE(D1) PLATFORM SERVICE
Carrier Grade private Cloud Service. Hosted @ Telefonica PoP in Alcalá. All servers are HA and support is 24x7
(D2) PROFESSIONAL SERVICES- Project Management- Integration/Devel Team- Consultancy Team
4M€4Years+(1+1)
STRATEGYStrategy is key to develop a Smart City project
VLCi PlatformIs the strategy enabler.Best approached for building a Smart City (pointed out by several Market Analysts)
VLCi TEAMMultidisciplinary Team:- Developers- Consultants- Designers
Close Contact with the City Hall.
ECOSYSTEMAlways in touch with the ecosystem:- The CITIZEN- The ENTREPRENEUR- The UNIVERSITY
• The VLCi project is direct consequence of the Valencia Smart City Strategy• VLCi platform is the Vertebrating Tool for the City Strategy.
1.-VLCi project
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Open Data Portal
• 114 Datasets
• 768 Resources
City Dashboard
• +600 KPIs
• ISO37120 aligned
City Real Time Dashboard
• Real Time Info
• Traffic Status
• Air Quality
• Parking status
• City Hall News &Agenda
BigData Analysis
• Mobility
• Tourism
ISO 37120 Platinum Certif.
• 99 KPIs reported
• 2nd City in Spain
City Activity (UTool)
• Real Time Info
• Gravitatory Potential Map generated every 6h with last 24h
• FIWARE certified connector
1.-VLCi Project (results)
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2.- VLCi platform (i)
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2.- VLCi platform (ii)
Data collection
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3.- VLCi Big Data (i)Big Data Platform Characteristics:
High PerformanceFull ReliabilityHigh Availability
SmartVLCi Capacities:Ambari Server (x2):
4CPU, 8 GB RAMNameNode (x2):
2CPU, 4 GB RAMDataNode (x6):
4CPU, 8 GB RAM
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3.- VLCi Big Data (ii)Big Data Distribution & Components
SmartVLCi Big Data Tools:Hue:
– Oozie (Workflow Scheduler)– HDFS (Distributed File System)– Job Tracker (Map-Reduce Manager)– Pig (MapReduce Programming Framework)– Sqoop (Data Transfer Optimizer)
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4.- BigData Catalogue
Economy&
TourismMobility
URBAN
InfraestructureSocial
Services
WasteMngmntSafety
50 5
31 18
5 5
+100 Datasetsstored & updated
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5.- Use Cases – (i)Mobility Analysis based on Mobile Network information
Mobility Analysis
GoalsQuantify and characterise mobilityfocusing in Path Analysisin Valencia metropolitan area.
2015Analysis Dates
Data & Methodology
Data: collected CDRs from Telefónica’s mobile Network.Anonymized & Aggregated to allow trend analysis.
Deliverables: online mobility visor and O/D matrixes (entry data to simulation SW).Similar to a survey made to 400Khab. About their mobility routines
Results
http://195.235.93.90/ss/http://195.235.93.90/ss/
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5.- Use Cases – (ii)Tourism mobility analysis based on Mobile Network Data
Mobility Analysis (Tourism)
Goals Quantify and characterise touristsbehaviour visiting Valencia.
2015Analysis Dates
Data & Methodology
Data: collected CDRs from Telefónica’s mobile Network.Anonymized & Aggregated to allow trend analysis.
Deliverables: Analysis Report and Data Matrixes
Results
http://telefonica-vlc.cartodb.io/#nationalhttp://telefonica-vlc.cartodb.io/#national
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5.- Use Cases – (iii)City Activity Analysis
“UTool” – City Activity Analysis
Goals
Obtain online comprehensive data(maps) to understand activity in thecity, and elaborate predictions basedon social networks activityinformation
From Oct, 2016Analysis Dates
Data & Methodology
Data: geolocated twitts continuous stream collection.Analysis scheduled every 6 hours analysing the last 24h activity
Deliverables: - New FIWARE Data Connector- Public Dataset available in CKAN Open Data Portal as well as a
- “Gravitational potential map” updated every 6hours.
Results
Extend it to other Social NetworksNext Steps
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6.- Next Steps“Impulso VLCi” will boost the IoT deployment in ValenciaThis implies more useful data to potentially analyse
6M€“Impulso VLCi” is 70% financed by Red.EsAll 17 activities within “Impulso VLCi” will be deployed from 2017 until 2019.
Governance
Environment
Mobility
Society
Wellbeing
- GeoServices Enhancement (GIS))- Mobile City App Enhancements- Replicable SW platform developments
- Municipal Heritage Smart Care- Urban Waste Smart management- Smart Lighting Management in suburbs
- Reduced Mobility Parking Smart Mngmnt- Load/Unload parking Smart Management- Taxi Stage/Areas Smart Management- Regulated Parking Smart Management- E-vehicle Charge pilot
- Social Water Supply Warranty Fund- Local Civic Network
- Urban Noise Smart Management- Smart Tourism- Smart Sensors on board of municipal buses
1.88M€
188K€
2.4M€
455K€
514K€
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Remember… App Valencia• Even before my presentation starts… please, have a look at this
15
SOCINFO Smart City 2015
CNIS 2015
Real Time notifications- Traffic- Emergencies
Geolocated information- BUS stops- Public Bikes service- Metro- Taxis- Monuments- Closer & Cheaper Gas Stations, Hospitals, Chemists
Tourism & Culture- Cultural Routes- Augmented Reality features (Historical Monuments)- Audio guide (emblematic monuments)- Virtual reality tours
#bdvasummit
Daniel DíazVLCi project Manager
www.valencia.es
Thank You!
