How Singapore is Paving the Way for Global Smart Cities
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Singapore is at the leading edge of global smart city initiatives and is a good deal of the way along the path to truly transforming the “city nation” for the benefit of its citizens and the redefinition of its government. Everything is on the table for reinvention in Singapore from smart transportation to smart energy to smart buildings to how its citizens receive smarter healthcare. But what is a “smart city”? A smart city uses technology to deliver services, uses technology to reduce costs for service providers and uses technology to allow citizens to improve the running of the city. With sensors planted measuring everything from traffic to street lights, Singapore has deep insights into the lessons in IoT deployment and delivery on a truly large scale. On October 13th, 2016 at the Internet of Things Developer meetup, Sumeet Puri presented a social and technical perspective on the Singapore smart cities initiative from two viewpoints: his role as an architect of several Singapore Smart City projects and as a resident of Singapore living through the transformation of his surroundings. Sumeet will share stories about Singapore’s efforts, and give us insights into the technical decisions needed to make this a reality. Sumeet will talk about architecting for IoT at scale, lessons learned from the Singapore Smart City Initiatives and the response of the public to these changes.
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How Singapore is Paving the Way for Global Smart Cities
- 1. 1 How Singapore is Paving the Way for Global Smart Cities Sumeet Puri VP, Systems Engineering, International Internet of Things Developers - IoTD
- 2. 2 The Little Red Dot 2
- 3. 3 Why Smart Nation Now? Urban Density By 2050 2/3 of world’s population will live in cities; urban travel to triple Aging Population By 2050 more than 2B people will be 60+, with very high healthcare needs Energy Requirements By 2035 global demand for energy will rise by up to 37% Increasingly Necessary Affordable Sensors Better Batteries Better Networks Real TimeBetter Messaging and Integration Big DataTechnically Possible
- 4. 4 Smart Nation starts with Smart Sudoku
- 5. 5 CONFIDENTIAL Smart Nation Initiatives - Infograph
- 6. 6 What can you buy for $200K USD? Oklahoma City Singapore
- 8. 8 The Architecture Behind These ProjectsInfrastructure Fog/ Gateway Layer Cloud/ Datacenter Entry Layer Cloud/ Datacenter Core Layer Functional Capture Analyze Store React Predict CICD&Device Management Security Network Fog Cloud Edge Core Event Messaging Bus Multi Protocol Standards Aggregation Throttling Connection Scaling Filtering & Routing Fan in -Burst Handling Persistence Slow Consumer Handling Fanout – Lambda Stream Things & Apps Fog Computing Legacy Integration Real Time Analytics GUIs and Dashboards Legacy Gateways Business Logic & Integration [Big] Data Analytics [Big] Data Store Digital River Management andMonitoring
- 9. 9 Big Data River Big Data Lake Enterprise Big Data River AMQP JMS MQTT REST JMSAMQP “Analytics” What value is all this data?
- 10. 10 CONFIDENTIAL Smart Cities: Bus Monitoring REST/MQTT Regulator’s Dashboard Commuter’s Apps and RIAs Analytics DWH ESB (if needed) CEP JMS Legacy REST Edge CoreFog Legacy Gateway REST/MQTT UseCase o Collect real-time location, loading information and more from 5,000 buses o Optimize bus movement, fleet management, avoid bunching, forecast arrival time and more Message Bus
- 11. 11 CONFIDENTIAL Smart Cities: LTA Next Generation ERP Routing Server Payments Analytics 0 0 0 • MQTT Termination • Request/reply for firmware upgrades • Push Notifications • Persistent Messaging • Burst Handling • High Throughput • Fanout • Slow Consumer Handling MQTT JMS Edge CoreFog UseCase o Connect 1.5M vehicles (200K at a time) in real time for pay per use road tolls o Suggest better routes, traffic management – real time and long term and value added services/analytics MHI OBU Message Bus Message Bus
- 12. 12 Smart Transport Initiatives Where are the cabs?
- 13. 13 Data River Advanced Analytics
- 14. 14 Smart Building - Challenges
- 15. 15 CONFIDENTIAL Smart Cities: Building/Asset Monitoring Preventive Maintenance o Collect information from building sensors – Preventive Maintenance and Optimization o Lift Open/Close, Lighting, Water, Electricity etc o Limited block pilot, to scale to all blocks Modern Sensors Aggregator – Collect data from legacy sensors at Residential Blocks. Building Block REST/MQTT ESB Core Business Logic (Event Driven) Scheduling ERP Big Data Store and Analytics Edge CoreFog UseCase o Getting real time/batch data from Housing buildings, such as lift data, pipelines, electricals etc. o For security and preventive maintenance Message Bus
- 16. 16 Smart Healthcare – SHINE Seniors SMART HOMES AND INTELLIGENT NEIGHBOURS TO ENABLE SENIORS o Citizens above 65 to grow from 440K to 900K by 2030 o Elderly living alone will increase from 35K to 83K o Motion, Temperature, Noise, Air Quality, Humidity sensors o Panic Buttons installed o Inactivity Alert caregivers
- 17. 17 How is my life affected? Fine!!!Free!!!
- 18. 18 And who is the winner Active Challenge winner? Really???
- 19. 19 CONFIDENTIAL G2B2G DMZ GovTech Digital River Big “Data Lake” Repository & Real-Time Analytics Cross Agency Message Bus EnergyTransport Home Affairs Environment Domain Service Bus GovTech • Kiosks • Apps • Telephone Dedicated Networks Central Services Integration Services Data GovernanceOrchestration GovTech Digital River DR Building Public Cloud Private Cloud GovTech
- 20. 20 Network GovTech Digital River Industry Participation Weaving Smart Projects into a Smart City/Smart Nation o Typically a few pillars drive the initiatives o They provide core ecosystem o Individual projects leverage that and get integrated o Standards and Access Control key GovTech PMO Finance Ministry
- 21. 21 Where do we go from here? One Service
- 22. 22 Imagine the possibilities CBD AMA Woodlands CBD Plant CBD HQ RC HQ Water SPF PUB LTA HDB NEA http://host:port/onesvc/road/cbd/user123
- 23. 23 CONFIDENTIAL Looking Ahead - Fix my *everything* Routing by Jurisdiction and Event Type Location is determined by phone User optionally selects event type Solace Messaging onesvc/assault/cbd/> onesvc/fire/amk/> onesvc/fire/cbd/> onesvc/fire/cbd/> AndMoKioCBD Topic: > MHAHQ Topic: onesvc/> GovTech Message Bus http://host:port/onesvc/assault/cbd/user123
- 24. 24 CONFIDENTIAL Real Time Streaming Analytics Stream Event Processing – Riot Backdrop If <location> within <radius> And time within <duration> And events count > <count> And event types in (Fire, Traffic, Vandalism, Assault) Result RIOT Action Mobilize RIOT Police Solace Messaging Streaming Analytics Burst Topic: Fire Topic: Vandal Topic: Riot Message Bus
Notes de l'éditeur
- Singapore is a small city nation if 5.3M people, sandwiched between Malaysia and Indonesia. It’s often referred to as the Little Red Dot, as that is how it looks like on the Map. It is also called the Lion City. Some interesting facts about Singapore – Innovation in Singapore: Thumb drive Creative
- PMs Bio
- Explain urban density and what Singapore has been doing about it
- Explain urban density. Explain the innovations Singapore has taken over the years for smart transport, such as ERP. Explain ERP2, explain bus monitoring, advanced analytics from a citizen perspective
- Talk about Data River – Messaging and Networking Talk about Data Lake.
- Solace dives deep into the enterprise, connects all the applications in real-time and allows that data to be selectively streamed into a big data lake of choice. Solace is the Data River for the Data Lake…..Perhaps a picture of River and Lake… (A) Discrete events (1) requiring order from many sources (2) record by record processing Streams (B) Capture data in datalake S3 and deposit and then enable broader analytics batch processing (EoD, etc) firehose Key KPIs Security and operational excellence
- Each bus has about 30 sensors, and generates various kinds events, such as door open/close, location, loading, environment information. The bus has a bus wide Wifi across which all sensors talk to a linux server called. This server has 4g connectivity to Solace, where the bus sends the information collected from various sensors by topic (REST URLs) to Solace. Solace routes this information to backend servers, which do real time analytics. Examples are solving problems like Bus Bunching (https://publictransportsg.wordpress.com/2013/05/28/bus-bunching/). Driver monitoring, jam prevention etc. are determined by the analytics systems - data visualisation, as well as CEP systems
- In production 2020…. LTA is now rolling out the next generation ERP system. This will eventually replace the current road toll system. Each vehicle in Singapore (1.5M in total) will be fitted with a smartphone like device from MHI. This device will be communicating with Solace, and send relevant information in real time. A lambda architecture will be implemented in the core layer. - The toll applications gets the real time location of vehicles and charges as per prevailing road prices. - For street side parking, similarly, parking also becomes real time - Traffic management applications will in real time manage congestion and suggest routes - on the batch side, since all information could be captured, historical starts will below better road management, finding congestion areas, etc - the possibilities are immense http://www.straitstimes.com/singapore/transport/ncs-mhi-to-build-islandwide-satellite-based-erp-for-556m
- Cabs in Singapore are relatively inexpensive. But a unique problem is that they wait outside to CBD to take a call, rather than be on the street. A call gives them 3$ extra, which creates artificial scarcity. To regulate this, there are initiatives to first understand the problem and then address it. Next slide explains that
- Taxi companies will publish information to the Cloud Via Topic routing, and Topic to queue mapping, this information will be sent to the analytics systems in paralle to know where cabs are. The same technology is useful for advanced analytics. But Data, Wifi Data, Mobile data etc are all used to create a real time view of any instant. In case of a breakdown, emergency services can use this, and see the impact, for example, if they introduce a bus on a street next to the station, what would be the impact on the traffic flow, vs introducing the bus on a perpendicular street
- HDB Picture 100% of the blocks on fibre 85% of all residences on fibre Pictures Mosquitos puddles Lift safety Roof access
- In Singapore, the number of citizens aged 65 and above is expected to increase rapidly from 440,000 in 2015 to around 900,000 in 2030. In tandem with the increasing ageing population, there is a worrying upward trend of elderly who are staying alone. The Department of Statistics (DOS) in Singapore has estimated that the number of elderly living alone will increase from 35,000 in 2012 to 83,000 in 2030; these numbers exclude the elderly who are left alone at home for most parts of the day when their family members are working. Project SHINESeniors is a SMU-initiated effort to enable elderly Singaporeans to age-in-place, whereby the elderly can stay within the comfort of their homes and familiarity of their neighborhoods, and with minimal disruptions to their lives and activities. Through multi-disciplinary Research and Development (R&D) efforts, spanning across both technology and social behavioral sciences, SHINESeniors aims to enhance community care to support sustainable ageing-in-place. This is achieved by providing sensor-enabled homes and personalized home care for senior Singaporeans. With a sensor-enabled home, the physical environment (such as air quality, noise level, temperature and humidity) and daily living patterns of the elderly (such as his/her mobility patterns at home, medication adherence and sleep quality) can be monitored in an unobtrusive manner, without infringing the privacy and comfort of the elderly. Through sense-making and visualization of the real-time sensor data, anomalies in the living patterns of an elderly can be detected quickly. These unusual living patterns may include prolonged non-activity or prolonged dwell time in a particular area in the home, and thus requires prompt response by the respective caregivers. By observing and analyzing each elderly’s living patterns over time, changes in an elderly’s well-being can also be detected before the elderly’s condition deteriorates. Community caregivers can then be activated to provide personalized care and intervention, in a timely manner - especially in emergency situations such as falls or calls for help.
- Video analytics are in action. With cameras and connectivity cheap, video analytics become possible. A ton of traffic light cameras have come up. And I have been warned. ActiveSG is government’s initiative to encourage people into an active lifestyle. 100$ given to everyone, to be used at sports facilities. Easy booking with an app. A wider community will be mobilised to co-innovate solutions to tackle urban challenges in Smart Nation Tech Challenges. The first of these challenges will be on video analytics, and how audiovisual data can be used in public safety (such as alerting stakeholders of unusual crowd activity), resource utilisation (such as assessing cleanliness levels to assist deploying of transportation and manpower) and situational awareness (such as examining vehicle speed and direction to provide better understanding of traffic conditions).
- Beeline picture Data.gov picture – 22K public records
- Talk about how the overall digital river + data lake way of architecting things can lead to many benefits: Capture and route Is the Otis lift more stable or is the Schindler lift Which contractor made better roads Which contractor is more efficient in repairs? Tracking issue redressal time, in real time Which estate has more incidents than others