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SMART CITY ERA
BY
ENG. JOUD KHATTAB
TABLE OF CONTENT
By Joud Khattab
2
I. Introduction.
II. State-of-the-ArtTechnologies.
III. Emerging CommunicationTechnologies.
IV. Applications of Big Data in the Smart City.
V. Big Data and Smart City Architecture.
VI. Case Study.
INTRODUCTION
By Joud Khattab
3
STATE-OF-THE-ART TECHNOLOGIES
By Joud Khattab
4
Smart City
Internet
ofThings
Big Data
Cloud
Computing
SMART CITY LANDSCAPE
By Joud Khattab
5
SMART CITY & INTERNET-OF-THINGS6
• IoT provides a platform for sensors and actuator devices to communicate seamlessly within the smart
city environment.
• The recent adaptation of different wireless technologies places IoT as the next revolutionary technology
by benefiting from the full opportunities of Internet technology.
• The Internet revolution led to the interconnection between people.
• The next revolution will be the interconnection between objects to create a smart city.
• The smart city focuses on applying the next-generation information technology to all walks of life,
embedding sensors and equipment in:
• hospitals, power grids, railways, bridges, tunnels, roads, buildings, water systems,
dams, oil and gas pipelines as well as other objects worldwide, forming the IoT.
By Joud Khattab
SMART CITY & BIG DATA7
• Big data systems are stored, processed, and mined in smart cities
efficiently to produce information to enhance different smart city services.
• Big data can achieve its goals in smart cities using the right tools and
methods for efficient and effective data analysis.
• Such effectiveness will encourage collaboration and communication between entities
and can facilitate the creation of additional services and
that can enhance the smart city.
By Joud Khattab
SMART CITY & CLOUD COMPUTING8
• Cloud computing is used to describe a variety of different types of
computing models that involve many computers or clusters connected
through a real-time communication network.
• Cloud computing services, such as PaaS, SaaS, IaaS, can be combined with
IoT and with the introduction of big data technology,
a large amount of data can be processed easily,
Like Hadoop framework.
By Joud Khattab
SMART CITY & CLOUD COMPUTING9
• Although the real-time requirements of data storage and processing in the
smart city are considered, the adoption of streaming architecture will
guarantee the efficient and seamless communication between sensing
devices within the smart city network.
• Such technology has been adopted recently with the
introduction of many stream processing platforms.
• such as Apache S4, Storm, and Spark streaming.
By Joud Khattab
EMERGING COMMUNICATIONTECHNOLOGIES10
• Most big data applications for smart cities require smart networks that connect
their components, including the residents’ equipment such as cars, smart house
devices, and smartphones.
• This network should be capable of efficiently transferring the collected data from
their sources to where big data is collected, stored, and processed and to
transfer responses back to the different entities that need them in the smart city.
• The quality of service (QoS) support in the network is extremely important for
real-time big data applications for smart cities.
By Joud Khattab
EMERGING COMMUNICATIONTECHNOLOGIES
By Joud Khattab
11
RFID WSN
WiFi, ZigBee,
Ultra-Wideband,
and Bluetooth
4G LTE, LTE-A,
and 5G
EMERGING COMMUNICATIONTECHNOLOGIES
(RFID)
12
• RFID operates based on electromagnetic fields to automatically identify and track tags
attached to objects.These tags contain electronically stored information and can be:
• Active Type: is battery-powered and transmits its ID signal periodically.
• PassiveType: is not battery-powered, it uses the radio energy transmitted by the reader.
• Battery-Assisted PassiveType: has on-board battery and transmits only in the presence of reader.
• The RFID technology represents a breakthrough in embedded communication and can
be used to identify virtually any object, including animals, clothes, and even humans.
• Unlike a barcode, an RFID tag can be put inside any object and the reader can still read
the signal even when the tag is invisible.
By Joud Khattab
EMERGING COMMUNICATIONTECHNOLOGIES
(WSN)
By Joud Khattab
13
• WSN is a network of distributed autonomous sensing nodes that use low-
power integrated circuits and wireless communication technology to
distribute data among the connected sensor devices.
• The sensor has a radio transceiver to send and receive signals, as well as a
microcontroller to interface with the sensors and an energy source.
• The WSN can cope with large-scale deployment in any environment, and it
is therefore applicable for smart city integration.
EMERGING COMMUNICATIONTECHNOLOGIES
(WI-FI, ULTRA-WIDEBAND, ZIGBEE,AND BLUETOOTH)
By Joud Khattab
14
• A city can be considered smart if it has integrated wireless communication platforms.
Wireless communication is a fast-growing technology that provides increasing flexibility
and mobility.And offers dynamic network formation, low cost, and easy deployment.
• Wireless CommunicationTypes:
• Wi-Fi: allows users to access Internet at broadband speeds when connected to an access point.
• Ultra-wideband: oriented to high-bandwidth indoor short-range wireless networks over
multimedia links.
• ZigBee: also for short-range communication with provision for long lifetime battery capability.
• Bluetooth: standard based on a wireless radio system designed for short-range and cheap devices to
replace cables for computer peripherals, such as mice, keyboards, joysticks, and printers.
EMERGING COMMUNICATIONTECHNOLOGIES
(4G LTE, LTE-A,AND 5G)
15
• 4G shifts the paradigm from hybrid data and voice networks to a data-only IP network.
The 4G wireless networks are expected to be used for the majority of the machine for
machine communication traffic.
• LTE-Advanced (LTE-A) bridges the gap between 4G and 5G by introducing high
bandwidths, and it promises nearly three times greater speed than LTE.
• 5G is an improved technology that provides a platform for collecting more than one
hundred billion devices and supports bandwidth of up to 10 Gbit/sec with a relatively low
latency.
• The introduction of 5G networks will result in fast and resilient access to the Internet and support
for smart city realization.
By Joud Khattab
APPLICATIONS OF BIG DATA IN THE SMART CITY
By Joud Khattab
16
Smart Grid
Smart
Healthcare
Smart
Transportation
Smart
Governance
APPLICATIONS OF BIG DATA IN THE SMART CITY
(SMART GRID)
• In a smart grid environment, a large amount of
data is generated from different sources, such as
the power utilization habits of users, and energy
consumption.
• The efficient use of big data collected from the
smart grid environment can help decision
makers:
• Make a wise decision in terms of the supply level of
electricity while fulfilling the demands of the user.
• Change pricing plans.
By Joud Khattab
17
APPLICATIONS OF BIG DATA IN THE SMART CITY
(SMART HEALTHCARE)
18
• In the past decade, an enormous amount of data has been generated in the
healthcare sector.
• Proper analytics of big healthcare data can help predict epidemics, cures, and
diseases, as well as improve quality of life and avoid preventable death.
• The sum and constant nature of information accumulated for specific patients’
health issues can be increased via intelligent gadgets, which are associated with
the home or clinics to monitor behaviors to help understand patient records.
By Joud Khattab
APPLICATIONS OF BIG DATA IN THE SMART CITY
(SMART TRANSPORTATION)
• The patterns obtained from the large amounts of
traffic data can help improve transportation systems
in terms of:
• minimizing traffic congestion by providing alternative
routes.
• reducing the number of accidents by analyzing the history
of mishaps, including factors such as their cause and the
driver speed.
• The big data collected from smart transport systems
can help consolidate shipments and optimize shipping
movements by reducing supply chain wastage.
By Joud Khattab
19
APPLICATIONS OF BIG DATA IN THE SMART CITY
(SMART GOVERNANCE)
20
• Big data analytics can help governments establish and implement
satisfactory policies because they are already familiar with the needs of
the people in terms of health, social care, education, and so on.
• In addition, the ratio of unemployment can also be reduced by analyzing
the big data of different educational institutes.
By Joud Khattab
APPLICATIONS OF BIG DATA IN THE SMART CITY
By Joud Khattab
21
Application Specific Use IoT
Possible
Communication
Technologies
Advantages Limitations
Smart Grid
To manage the
power supply
Smart Meters, Smart
Readers
Wi-Fi, ZigBee
Efficient power
supply, Future needs
estimation
Costly, Hard to
manage
Smart
Healthcare
Health monitoring
Sensors, smart
wearable devices
Bluetooth, ZigBee
Early diagnose the
disease
Lack of precision
Smart
Transportation
Efficient route
management
Smart Cars,
Cameras, RFID cards
RFID, 3G, 4G
Automatic traffic
management,
Efficient route
management, Less
congestion
Network dis-
connectivity can
cause serious
accidents
Smart
Governance
To make smart
policies with the aim
of managing the
citizens
Smartphones,
cameras, sensors
Wi-Fi, LTE, LTE-A,
WiMAX, Bluetooth,
LoraWAN
Awareness in terms
of citizens needs,
Clear policy
Collection and
analysis of data seem
difficult task
BIG DATA AND SMART CITY ARCHITECTURE22
By Joud Khattab
BIG DATA AND SMART CITY ARCHITECTURE23
By Joud Khattab
• The first layer is the set of objects and devices connected via local and/or
wide-area networks. Most of these objects and devices actively generate a
huge amount of unstructured data every second.
BIG DATA AND SMART CITY ARCHITECTURE24
By Joud Khattab
• In the second layer, all the collected unstructured data are stored in shared distributed
fault-tolerant databases located either in the city data center equipped with all network
elements or by big data storage such as S3, Google cloud services, and Azure from
vendors such as Amazon, Google, Microsoft, and Cloudera.
• Various big data store systems can be used in these cases such as Cassandra, Hbase,
MangDB, CouchDB,Voldemort, DynamoDB, and Redis.
.
BIG DATA AND SMART CITY ARCHITECTURE25
By Joud Khattab
• Within the same layer, the stored data are processed depending on the incoming queries using
model such as MapReduce framework or other processing engines used for big data.
• In stream processing, data must be processed quickly so that companies and individuals can
react to changes in real time in a smart city environment. Many technologies can help process
and act on real-time streaming unstructured data in real time such as Spark, Storm, and S4.
.
BIG DATA AND SMART CITY ARCHITECTURE26
By Joud Khattab
• The smart analysis can be designed using scalable machine learning
algorithms or other novel data mining algorithms to provide extraction of
patterns and knowledge from large amounts of data. A typical example of
such technology is (Apache Mahout), in which many machine learning
libraries for data filtering, clustering, and classification can be found.
.
BIG DATA AND SMART CITY ARCHITECTURE27
By Joud Khattab
• The last layer is the application services, in which people and machines directly
interact with each other to make smart decisions. Such applications can be used
for different purposes such as recommendation, fraud detection, sentiment
analysis, intelligent traffic management, and web display analysis.
.
CASE STUDY
Power Consumption Monitoring and Management System using Embedded RFID with
WSN and IoTTechnologies
By Joud Khattab
28
POWER CONSUMPTION MONITORING AND
MANAGEMENT SYSTEM (MMS)
By Joud Khattab
29
• The International Energy Agency (IEA) has observed that:
• agricultural, commercial, public services and residential sectors together account for most of the
energy consumption, which is about 57% on a global scale.
• Furthermthe energy demand is projected to grow at an average annual rate of 2% between the year
2015 and 2030.
• A study of the European Union stated that the energy efficiency of household can be improved by
as much as 13%.This can be achieved by providing monitoring and management
system and the development of smart and reliable solutions that assist
consumers in reducing their power consumption and leading also to
a competitive market pricing.
.
POWER CONSUMPTION MONITORING AND
MANAGEMENT SYSTEM (MMS)
By Joud Khattab
30
• The proposed monitoring and management system is a feasible solution
developed to monitor and report to the customer the entire energy
consumption history using embedded RFID with WSN and IoT
technologies, to develop a wireless automated data monitoring instead of
the H2H communication with the concept of M2M communication.
.
MMS ARCHITECTURAL DESIGN OFTHE DATA
MONITORING END DEVICE
By Joud Khattab
31
MMS ARCHITECTURE DESIGN OFTHE READER
By Joud Khattab
32
MMS FRAMEWORK
By Joud Khattab
33
By Joud Khattab
THANKYOU!!!
34
REFERENCE35
1. The Role of Big Data in Smart City (May 2016).
2. Power Consumption Monitoring and Management System (December
2016).
3. Applications of big data to smart cities (August 2015).
4. Smart City Architecture and its Applications based on IoT (2015).
5. Big Data Analytics Embedded Smart City Architecture (January 2017).
6. Big data, smart cities and city planning (December 2013).
7. A Survey on Big Data and It’s challenges (January 2017).
By Joud Khattab

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Smart City Era

  • 1. SMART CITY ERA BY ENG. JOUD KHATTAB
  • 2. TABLE OF CONTENT By Joud Khattab 2 I. Introduction. II. State-of-the-ArtTechnologies. III. Emerging CommunicationTechnologies. IV. Applications of Big Data in the Smart City. V. Big Data and Smart City Architecture. VI. Case Study.
  • 4. STATE-OF-THE-ART TECHNOLOGIES By Joud Khattab 4 Smart City Internet ofThings Big Data Cloud Computing
  • 5. SMART CITY LANDSCAPE By Joud Khattab 5
  • 6. SMART CITY & INTERNET-OF-THINGS6 • IoT provides a platform for sensors and actuator devices to communicate seamlessly within the smart city environment. • The recent adaptation of different wireless technologies places IoT as the next revolutionary technology by benefiting from the full opportunities of Internet technology. • The Internet revolution led to the interconnection between people. • The next revolution will be the interconnection between objects to create a smart city. • The smart city focuses on applying the next-generation information technology to all walks of life, embedding sensors and equipment in: • hospitals, power grids, railways, bridges, tunnels, roads, buildings, water systems, dams, oil and gas pipelines as well as other objects worldwide, forming the IoT. By Joud Khattab
  • 7. SMART CITY & BIG DATA7 • Big data systems are stored, processed, and mined in smart cities efficiently to produce information to enhance different smart city services. • Big data can achieve its goals in smart cities using the right tools and methods for efficient and effective data analysis. • Such effectiveness will encourage collaboration and communication between entities and can facilitate the creation of additional services and that can enhance the smart city. By Joud Khattab
  • 8. SMART CITY & CLOUD COMPUTING8 • Cloud computing is used to describe a variety of different types of computing models that involve many computers or clusters connected through a real-time communication network. • Cloud computing services, such as PaaS, SaaS, IaaS, can be combined with IoT and with the introduction of big data technology, a large amount of data can be processed easily, Like Hadoop framework. By Joud Khattab
  • 9. SMART CITY & CLOUD COMPUTING9 • Although the real-time requirements of data storage and processing in the smart city are considered, the adoption of streaming architecture will guarantee the efficient and seamless communication between sensing devices within the smart city network. • Such technology has been adopted recently with the introduction of many stream processing platforms. • such as Apache S4, Storm, and Spark streaming. By Joud Khattab
  • 10. EMERGING COMMUNICATIONTECHNOLOGIES10 • Most big data applications for smart cities require smart networks that connect their components, including the residents’ equipment such as cars, smart house devices, and smartphones. • This network should be capable of efficiently transferring the collected data from their sources to where big data is collected, stored, and processed and to transfer responses back to the different entities that need them in the smart city. • The quality of service (QoS) support in the network is extremely important for real-time big data applications for smart cities. By Joud Khattab
  • 11. EMERGING COMMUNICATIONTECHNOLOGIES By Joud Khattab 11 RFID WSN WiFi, ZigBee, Ultra-Wideband, and Bluetooth 4G LTE, LTE-A, and 5G
  • 12. EMERGING COMMUNICATIONTECHNOLOGIES (RFID) 12 • RFID operates based on electromagnetic fields to automatically identify and track tags attached to objects.These tags contain electronically stored information and can be: • Active Type: is battery-powered and transmits its ID signal periodically. • PassiveType: is not battery-powered, it uses the radio energy transmitted by the reader. • Battery-Assisted PassiveType: has on-board battery and transmits only in the presence of reader. • The RFID technology represents a breakthrough in embedded communication and can be used to identify virtually any object, including animals, clothes, and even humans. • Unlike a barcode, an RFID tag can be put inside any object and the reader can still read the signal even when the tag is invisible. By Joud Khattab
  • 13. EMERGING COMMUNICATIONTECHNOLOGIES (WSN) By Joud Khattab 13 • WSN is a network of distributed autonomous sensing nodes that use low- power integrated circuits and wireless communication technology to distribute data among the connected sensor devices. • The sensor has a radio transceiver to send and receive signals, as well as a microcontroller to interface with the sensors and an energy source. • The WSN can cope with large-scale deployment in any environment, and it is therefore applicable for smart city integration.
  • 14. EMERGING COMMUNICATIONTECHNOLOGIES (WI-FI, ULTRA-WIDEBAND, ZIGBEE,AND BLUETOOTH) By Joud Khattab 14 • A city can be considered smart if it has integrated wireless communication platforms. Wireless communication is a fast-growing technology that provides increasing flexibility and mobility.And offers dynamic network formation, low cost, and easy deployment. • Wireless CommunicationTypes: • Wi-Fi: allows users to access Internet at broadband speeds when connected to an access point. • Ultra-wideband: oriented to high-bandwidth indoor short-range wireless networks over multimedia links. • ZigBee: also for short-range communication with provision for long lifetime battery capability. • Bluetooth: standard based on a wireless radio system designed for short-range and cheap devices to replace cables for computer peripherals, such as mice, keyboards, joysticks, and printers.
  • 15. EMERGING COMMUNICATIONTECHNOLOGIES (4G LTE, LTE-A,AND 5G) 15 • 4G shifts the paradigm from hybrid data and voice networks to a data-only IP network. The 4G wireless networks are expected to be used for the majority of the machine for machine communication traffic. • LTE-Advanced (LTE-A) bridges the gap between 4G and 5G by introducing high bandwidths, and it promises nearly three times greater speed than LTE. • 5G is an improved technology that provides a platform for collecting more than one hundred billion devices and supports bandwidth of up to 10 Gbit/sec with a relatively low latency. • The introduction of 5G networks will result in fast and resilient access to the Internet and support for smart city realization. By Joud Khattab
  • 16. APPLICATIONS OF BIG DATA IN THE SMART CITY By Joud Khattab 16 Smart Grid Smart Healthcare Smart Transportation Smart Governance
  • 17. APPLICATIONS OF BIG DATA IN THE SMART CITY (SMART GRID) • In a smart grid environment, a large amount of data is generated from different sources, such as the power utilization habits of users, and energy consumption. • The efficient use of big data collected from the smart grid environment can help decision makers: • Make a wise decision in terms of the supply level of electricity while fulfilling the demands of the user. • Change pricing plans. By Joud Khattab 17
  • 18. APPLICATIONS OF BIG DATA IN THE SMART CITY (SMART HEALTHCARE) 18 • In the past decade, an enormous amount of data has been generated in the healthcare sector. • Proper analytics of big healthcare data can help predict epidemics, cures, and diseases, as well as improve quality of life and avoid preventable death. • The sum and constant nature of information accumulated for specific patients’ health issues can be increased via intelligent gadgets, which are associated with the home or clinics to monitor behaviors to help understand patient records. By Joud Khattab
  • 19. APPLICATIONS OF BIG DATA IN THE SMART CITY (SMART TRANSPORTATION) • The patterns obtained from the large amounts of traffic data can help improve transportation systems in terms of: • minimizing traffic congestion by providing alternative routes. • reducing the number of accidents by analyzing the history of mishaps, including factors such as their cause and the driver speed. • The big data collected from smart transport systems can help consolidate shipments and optimize shipping movements by reducing supply chain wastage. By Joud Khattab 19
  • 20. APPLICATIONS OF BIG DATA IN THE SMART CITY (SMART GOVERNANCE) 20 • Big data analytics can help governments establish and implement satisfactory policies because they are already familiar with the needs of the people in terms of health, social care, education, and so on. • In addition, the ratio of unemployment can also be reduced by analyzing the big data of different educational institutes. By Joud Khattab
  • 21. APPLICATIONS OF BIG DATA IN THE SMART CITY By Joud Khattab 21 Application Specific Use IoT Possible Communication Technologies Advantages Limitations Smart Grid To manage the power supply Smart Meters, Smart Readers Wi-Fi, ZigBee Efficient power supply, Future needs estimation Costly, Hard to manage Smart Healthcare Health monitoring Sensors, smart wearable devices Bluetooth, ZigBee Early diagnose the disease Lack of precision Smart Transportation Efficient route management Smart Cars, Cameras, RFID cards RFID, 3G, 4G Automatic traffic management, Efficient route management, Less congestion Network dis- connectivity can cause serious accidents Smart Governance To make smart policies with the aim of managing the citizens Smartphones, cameras, sensors Wi-Fi, LTE, LTE-A, WiMAX, Bluetooth, LoraWAN Awareness in terms of citizens needs, Clear policy Collection and analysis of data seem difficult task
  • 22. BIG DATA AND SMART CITY ARCHITECTURE22 By Joud Khattab
  • 23. BIG DATA AND SMART CITY ARCHITECTURE23 By Joud Khattab • The first layer is the set of objects and devices connected via local and/or wide-area networks. Most of these objects and devices actively generate a huge amount of unstructured data every second.
  • 24. BIG DATA AND SMART CITY ARCHITECTURE24 By Joud Khattab • In the second layer, all the collected unstructured data are stored in shared distributed fault-tolerant databases located either in the city data center equipped with all network elements or by big data storage such as S3, Google cloud services, and Azure from vendors such as Amazon, Google, Microsoft, and Cloudera. • Various big data store systems can be used in these cases such as Cassandra, Hbase, MangDB, CouchDB,Voldemort, DynamoDB, and Redis. .
  • 25. BIG DATA AND SMART CITY ARCHITECTURE25 By Joud Khattab • Within the same layer, the stored data are processed depending on the incoming queries using model such as MapReduce framework or other processing engines used for big data. • In stream processing, data must be processed quickly so that companies and individuals can react to changes in real time in a smart city environment. Many technologies can help process and act on real-time streaming unstructured data in real time such as Spark, Storm, and S4. .
  • 26. BIG DATA AND SMART CITY ARCHITECTURE26 By Joud Khattab • The smart analysis can be designed using scalable machine learning algorithms or other novel data mining algorithms to provide extraction of patterns and knowledge from large amounts of data. A typical example of such technology is (Apache Mahout), in which many machine learning libraries for data filtering, clustering, and classification can be found. .
  • 27. BIG DATA AND SMART CITY ARCHITECTURE27 By Joud Khattab • The last layer is the application services, in which people and machines directly interact with each other to make smart decisions. Such applications can be used for different purposes such as recommendation, fraud detection, sentiment analysis, intelligent traffic management, and web display analysis. .
  • 28. CASE STUDY Power Consumption Monitoring and Management System using Embedded RFID with WSN and IoTTechnologies By Joud Khattab 28
  • 29. POWER CONSUMPTION MONITORING AND MANAGEMENT SYSTEM (MMS) By Joud Khattab 29 • The International Energy Agency (IEA) has observed that: • agricultural, commercial, public services and residential sectors together account for most of the energy consumption, which is about 57% on a global scale. • Furthermthe energy demand is projected to grow at an average annual rate of 2% between the year 2015 and 2030. • A study of the European Union stated that the energy efficiency of household can be improved by as much as 13%.This can be achieved by providing monitoring and management system and the development of smart and reliable solutions that assist consumers in reducing their power consumption and leading also to a competitive market pricing. .
  • 30. POWER CONSUMPTION MONITORING AND MANAGEMENT SYSTEM (MMS) By Joud Khattab 30 • The proposed monitoring and management system is a feasible solution developed to monitor and report to the customer the entire energy consumption history using embedded RFID with WSN and IoT technologies, to develop a wireless automated data monitoring instead of the H2H communication with the concept of M2M communication. .
  • 31. MMS ARCHITECTURAL DESIGN OFTHE DATA MONITORING END DEVICE By Joud Khattab 31
  • 32. MMS ARCHITECTURE DESIGN OFTHE READER By Joud Khattab 32
  • 33. MMS FRAMEWORK By Joud Khattab 33
  • 35. REFERENCE35 1. The Role of Big Data in Smart City (May 2016). 2. Power Consumption Monitoring and Management System (December 2016). 3. Applications of big data to smart cities (August 2015). 4. Smart City Architecture and its Applications based on IoT (2015). 5. Big Data Analytics Embedded Smart City Architecture (January 2017). 6. Big data, smart cities and city planning (December 2013). 7. A Survey on Big Data and It’s challenges (January 2017). By Joud Khattab