CityPulse: Large-scale data analysis for smart city applications
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Transcript of CityPulse: Large-scale data analysis for smart city applications
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CityPulse: Large-scale data analysis for smart city applications
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Payam BarnaghiInstitute for Communication Systems (ICS)University of Surrey/CityPulse ConsortiumGuildford, United Kingdom
EU-US Smart Cities WorkshopIoT Week Lisbon, June 2015
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The EU FP7 CityPulse Project
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Key focus areas
AnalyticsToolbox
Context-awareDecision Support,
Visualisation
Knowledge-based
Stream Processing
Real-TimeMonitoring &
Testing
Accuracy & Trust
Modelling
SemanticIntegration
On Demand Data
Federation
OpenReferenceData Sets
Real-TimeIoT InformationExtraction
IoT StreamProcessing
Federation ofHeterogenousData Streams
Design-Time Run-Time Testing
Exposure APIs
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CityPulse – what are the outcomes
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Data Streams
Smart City Framework
Smart City Scenarios
a) Software tools/librariesin an integrated frameworkb) Back-end support servers
a)101 scenariosb)10 will be chosen to be prototyped
a) Data portals/ real-time access interfacesb) Interoperable formatsc) Common interfaces (REST/annotated)
a) Proof-of-Concepts and demonstrators and evaluations;Applications/Apps/and real world deployments
Link: http://www.ict-citypulse.eu/page/content/smart-city-use-cases-and-requirements
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Big (IoT) Data Analytics
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Real World Data
Smart City Framework
Smart City Scenarios
Feedback/automation
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101 Smart City scenarios
6http://www.ict-citypulse.eu/scenarios/
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The team
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The team
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The team (some but not all)- A multidisciplinary/multi-skill group
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Designing for City Problems
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Data/Event Visualisation
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Reference Datasets
14http://iot.ee.surrey.ac.uk:8080/datasets.html
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Importance of Complementary Data
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Extracting insights and actionable-information for Physical-Cyber-Social data/streams
16Source: IEEE Internet Computing, Special issue on Physical-Cyber-Social Computing
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IET sector briefing report
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Available at: http://www.theiet.org/sectors/built-environment/resources/digital-technology.cfm
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CityPulse stakeholder report
18http://www.ict-citypulse.eu/page/sites/default/files/citypulse_annual_report.pdf
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In Conclusion
− Important issues are: − Data stream processing (near-) real time data analysis− Physical-cyber-social computing − Defining use-case and analyzing the requirements− Architecture and designing an open smart city data
analytics framework − Privacy, security and trust related issues− Reliability and resilience
− For more information, please see the project website:
http://www.ict-citypulse.eu/
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Q&A
− Thank you.
− EU FP7 CityPulse Project:
http://www.ict-citypulse.eu/
@pbarnaghi