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Smart Cities….Smart Future
1
Payam Barnaghi
Institute for Communication Systems (ICS)/
5G Innovation Centre
University of Surrey
Guildford, United Kingdom
The IET Surrey Network, December 2015
“A hundred years hence people will be so avid
of every moment of life, life will be so full of
busy delight, that time-saving inventions will
be at a huge premium…”
“…It is not because we shall be hurried in
nerve-shattering anxiety, but because we shall
value at its true worth the refining and restful
influence of leisure, that we shall be impatient
of the minor tasks of every day….”
The March 26, 1906, New Zealand Star :
Source: http://paleofuture.com
3
IBM Mainframe 360, source Wikipedia
Apollo 11 Command Module (1965) had
64 kilobytes of memory
operated at 0.043MHz.
An iPhone 5s has a CPU running at speeds
of up to 1.3GHz
and has 512MB to 1GB of memory
Cray-1 (1975) produced 80 million Floating
point operations per second (FLOPS)
10 years later, Cray-2 produced 1.9G FLOPS
An iPhone 5s produces 76.8 GFLOPS – nearly
a thousand times more
Cray-2 used 200-kilowatt power
Source: Nick T., PhoneArena.com, 2014
image source: http://blog.opower.com/
Computing Power
5
−Smaller size
−More Powerful
−More memory and more storage
−"Moore's law" over the history of computing, the
number of transistors in a dense integrated circuit
has doubled approximately every two years.
Smaller in size but larger in scale
6
The Internet:A brief history
7
− 1961: Leonard Kleinrock at MIT published the first paper on
packet switching theory in July 1961.
− 1962: J.C.R. Licklider of MIT discussed his "Galactic Network"
concept - a globally interconnected set of computers through
which everyone could quickly access data and programs from
any site.
− 1968: an RFQ was released by DARPA for the development of
one of the key components, the packet switches called
Interface Message Processors (IMP's).
− The RFQ was won in December 1968 by a group headed by
Frank Heart at Bolt Beranek and Newman (BBN).
Source: Internet Society
The Internet:A brief history
8
− 1970: the Network Working Group (NWG) working under S.
Crocker finished the initial ARPANET Host-to-Host protocol,
called the Network Control Protocol (NCP).
− 1972: Bob Kahn organized a large, very successful
demonstration of the ARPANET at the International
Computer Communication Conference (ICCC).
− This was the first public demonstration of this new network
technology to the public.
− 1972: the first "hot" application, electronic mail, was
introduced.
Source: Internet Society
The old Internet timeline
9Source: Internet Society
Submarine cables
10
Image source: mail online
Fibre optic cables around the world
A single fibre can
transmit as much as 100
billion bits per second
(100 Gbps, about ten
thousand times faster
than a typical home
broadband connection)
- A cable can contain
hundreds of fibres, a
single cable can have
enough capacity for the
communications of
millions of users.
Source: http://www.vox.com/a/internet-maps
Source: http://www.vox.com/a/internet-maps
Countries at risk of getting disconnected from the
internet
Source: http://www.vox.com/a/internet-maps
Connectivity and information exchange was
(and is ) the main motivation behind the
Internet; but Content and Services are now
the key elements;
and all started growing rapidly by the
introduction of the World Wide Web.
14
The World Wide Web
15
Tim Berners-Lee
Early days of the web
16
Search on the Internet/Web in the early days
17
And there came Google!
18
Google says that the web has now 30 trillion
unique individual pages;
Source: Intel, 2012
Source: http://www.techspartan.co.uk
Source: http://www.techspartan.co.uk
22
AnyPlace AnyTime
AnyThing
Data Volume
Security, Reliability,
Trust and Privacy
Societal Impacts, Economic Values
and Viability
Services and Applications
Networking and
Communication
23
Sensor devices are becoming widely available
- Programmable devices
- Off-the-shelf gadgets/tools
24
More “Things” are being connected
Home/daily-life devices
Business and
Public infrastructure
Health-care
…
25
Internet of Things (IoT)
− Extending the current Internet and providing connection,
communication, and inter-networking between devices and
physical objects, or "Things," is a growing trend that is often
referred to as the Internet ofThings.
− “The technologies and solutions that enable integration of
real world data and services into the current information
networking technologies are often described under the
umbrella term of the Internet of Things (IoT)”
1G
AMPS, NMT,
TACS
2G
GSM. GPRS,
TDMA IS-136,
CDMA IS-95, PDC
3G
UMTS, CDMA2000,
4G
5G
LTE, LTE-A
People
Things
Voice
Text
Data
5G technologies
and standards
Connection + Control M2M/IoT
Change in the communication
technologies
Internet of Things: The story so far
RFID based
solutions
Wireless Sensor and
Actuator networks
, solutions for
communication
technologies, energy
efficiency, routing, …
Smart Devices/
Web-enabled
Apps/Services, initial
products,
vertical applications, early
concepts and demos, …
Motion sensor
Motion sensor
ECG sensor
Physical-Cyber-Social
Systems, Linked-data,
semantics, M2M,
More products, more
heterogeneity,
solutions for control and
monitoring, …
Future: Cloud, Big (IoT) Data
Analytics, Interoperability,
Enhanced Cellular/Wireless Com.
for IoT, Real-world operational
use-cases and Industry and B2B
services/applications,
more Standards…
Cities of the future
28
http://www.globalnerdy.com/2007/08/28/home-electronics-of-the-future-as-predicted-28-years-ago/
What does makes smart cities “smart”?
Smart Citizens (more informed and more in control)
Smart Governance (better services and informed decisions)
Smart Environment
Providing more equality and wider reach
Context-aware and situation-aware services
Cost efficacy and supporting innovation
What does makes smart cities “smart”?
31
Source: BBC News
Image sources : The dailymail, http://helenography.net/, http://edwud.com/
Smart Cities:
What type of problems we expect to solve?
34Source LAT Times, http://documents.latimes.com/la-2013/
Future cities: A view from 1998
35
Source: http://robertluisrabello.com/denial/traffic-in-la/#gallery[default]/0/
Source: wikipedia
Back to the Future: 2013
Applications and potentials
− Analysis of thousands of traffic, pollution, weather, congestion, public
transport, waste and event sensory data to provide better transport and
city management.
− Converting smart meter readings to information that can help prediction
and balance of power consumption in a city.
− Monitoring elderly homes, personal and public healthcare applications.
− Event and incident analysis and prediction using (near) real-time data
collected by citizen and device sensors.
− Turning social media data (e.g.Tweets) related to city issues into event and
sentiment analysis.
− Any many more…
36
Some examples
37
Live data Visualisation
38
39
Event Visualisation
CityPulse demo
40
Analysing social streams
41
With
An example: Extraction of events and semantics from
social media
42
City Infrastructure
Tweets from a city
P. Anantharam, P. Barnaghi, K. Thirunarayan, A. Sheth, "Extracting city events from social streams,“, 2014.
https://osf.io/b4q2t/
Activity 3.4 – Event Detection for Social Media
43
City Infrastructure
Yes it is police @hasselager
… there directing traffic
CRF-
based
NER
Tagging
CRF-
based
NER
Tagging
Multi-
view
Event
Extractio
n
Multi-
view
Event
Extractio
n
Loc. Est. =
“hasselager,
aarhus”
Loc. Est. =
“hasselager,
aarhus”
Temp. Est.
= “2015-2-
19
21:07:17”
Temp. Est.
= “2015-2-
19
21:07:17”
Level = 2Level = 2
Event Type
= Traffic
Event Type
= Traffic
OSM
Loc.
OSM
Loc.
CrimeCrimeTransp.Transp.
City Event Extraction
CNN
POS+NER
Event
term
extraction
CNN
POS+NER
Event
term
extraction
CulturalCultural SocialSocial Enviro.Enviro. SportSport HealthHealth
DataData
Transp.Transp.
Yes <O> it <O> is <O> police <B-CRIME>
@hasselager <B-LOCATION>… <O> there <O>
directing <O> traffic <B-TRAFFIC>
Yes <S-NP/O> it <S-NP/O> is <S-VP/O> police
<S-NP/O> @hasselager <S-LOC> ... <O/O> there
<S-NP/O> directing <S-VP/O> traffic <S-NP/O>
44
http://iot.ee.surrey.ac.uk/citypulse-social/
Not so good examples
45
Social media analysis (deep learning –
under construction)
46
http://iot.ee.surrey.ac.uk/citypulse-social/
Future of the Internet
47
In next 5 years
Smart data collection
− Smart data collection
− Intelligent data Processing
(selective attention and
information-extraction)
48
(image source: KRISTEN NICOLE, siliconangle.com)
The rise of sharing economy
49Source: the Economist
More broadband in remote areas
50
More connected wearable devcies
51
The rise of village notebook/internet kiosks
52Source: wikipedia, green diary
More privacy/control issues
53
Source: wikipedia, the economist
Applications and Services
54
Future of the Internet
55
In next 25 years
Mind will be the machine
56
And all will be connected!
The borders blend
57Source: IEEE Internet Computing
Information will find you, not you the information
58
Boundary between human, technology and devices
59
Desire for innovation
60
Driverless Car of the Future (1957)
Image: Courtesy of http://paleofuture.com
Let’s hope
−The Internet of the Future will be
−For everyone, everywhere, available at anytime,
−People will have control on their data
−Data will be used for helping people
−Smart applications will contribute to a better life
and to a better use of of our resources in the
world!
61
Q&A
− Thank you.
− EU FP7 CityPulse Project:
http://www.ict-citypulse.eu/
@pbarnaghi
p.barnaghi@surrey.ac.uk

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Smart Cities….Smart Future

  • 1. Smart Cities….Smart Future 1 Payam Barnaghi Institute for Communication Systems (ICS)/ 5G Innovation Centre University of Surrey Guildford, United Kingdom The IET Surrey Network, December 2015
  • 2. “A hundred years hence people will be so avid of every moment of life, life will be so full of busy delight, that time-saving inventions will be at a huge premium…” “…It is not because we shall be hurried in nerve-shattering anxiety, but because we shall value at its true worth the refining and restful influence of leisure, that we shall be impatient of the minor tasks of every day….” The March 26, 1906, New Zealand Star : Source: http://paleofuture.com
  • 3. 3 IBM Mainframe 360, source Wikipedia
  • 4. Apollo 11 Command Module (1965) had 64 kilobytes of memory operated at 0.043MHz. An iPhone 5s has a CPU running at speeds of up to 1.3GHz and has 512MB to 1GB of memory Cray-1 (1975) produced 80 million Floating point operations per second (FLOPS) 10 years later, Cray-2 produced 1.9G FLOPS An iPhone 5s produces 76.8 GFLOPS – nearly a thousand times more Cray-2 used 200-kilowatt power Source: Nick T., PhoneArena.com, 2014 image source: http://blog.opower.com/
  • 5. Computing Power 5 −Smaller size −More Powerful −More memory and more storage −"Moore's law" over the history of computing, the number of transistors in a dense integrated circuit has doubled approximately every two years.
  • 6. Smaller in size but larger in scale 6
  • 7. The Internet:A brief history 7 − 1961: Leonard Kleinrock at MIT published the first paper on packet switching theory in July 1961. − 1962: J.C.R. Licklider of MIT discussed his "Galactic Network" concept - a globally interconnected set of computers through which everyone could quickly access data and programs from any site. − 1968: an RFQ was released by DARPA for the development of one of the key components, the packet switches called Interface Message Processors (IMP's). − The RFQ was won in December 1968 by a group headed by Frank Heart at Bolt Beranek and Newman (BBN). Source: Internet Society
  • 8. The Internet:A brief history 8 − 1970: the Network Working Group (NWG) working under S. Crocker finished the initial ARPANET Host-to-Host protocol, called the Network Control Protocol (NCP). − 1972: Bob Kahn organized a large, very successful demonstration of the ARPANET at the International Computer Communication Conference (ICCC). − This was the first public demonstration of this new network technology to the public. − 1972: the first "hot" application, electronic mail, was introduced. Source: Internet Society
  • 9. The old Internet timeline 9Source: Internet Society
  • 11.
  • 12. Fibre optic cables around the world A single fibre can transmit as much as 100 billion bits per second (100 Gbps, about ten thousand times faster than a typical home broadband connection) - A cable can contain hundreds of fibres, a single cable can have enough capacity for the communications of millions of users. Source: http://www.vox.com/a/internet-maps Source: http://www.vox.com/a/internet-maps
  • 13. Countries at risk of getting disconnected from the internet Source: http://www.vox.com/a/internet-maps
  • 14. Connectivity and information exchange was (and is ) the main motivation behind the Internet; but Content and Services are now the key elements; and all started growing rapidly by the introduction of the World Wide Web. 14
  • 15. The World Wide Web 15 Tim Berners-Lee
  • 16. Early days of the web 16
  • 17. Search on the Internet/Web in the early days 17
  • 18. And there came Google! 18 Google says that the web has now 30 trillion unique individual pages;
  • 22. 22 AnyPlace AnyTime AnyThing Data Volume Security, Reliability, Trust and Privacy Societal Impacts, Economic Values and Viability Services and Applications Networking and Communication
  • 23. 23 Sensor devices are becoming widely available - Programmable devices - Off-the-shelf gadgets/tools
  • 24. 24 More “Things” are being connected Home/daily-life devices Business and Public infrastructure Health-care …
  • 25. 25 Internet of Things (IoT) − Extending the current Internet and providing connection, communication, and inter-networking between devices and physical objects, or "Things," is a growing trend that is often referred to as the Internet ofThings. − “The technologies and solutions that enable integration of real world data and services into the current information networking technologies are often described under the umbrella term of the Internet of Things (IoT)”
  • 26. 1G AMPS, NMT, TACS 2G GSM. GPRS, TDMA IS-136, CDMA IS-95, PDC 3G UMTS, CDMA2000, 4G 5G LTE, LTE-A People Things Voice Text Data 5G technologies and standards Connection + Control M2M/IoT Change in the communication technologies
  • 27. Internet of Things: The story so far RFID based solutions Wireless Sensor and Actuator networks , solutions for communication technologies, energy efficiency, routing, … Smart Devices/ Web-enabled Apps/Services, initial products, vertical applications, early concepts and demos, … Motion sensor Motion sensor ECG sensor Physical-Cyber-Social Systems, Linked-data, semantics, M2M, More products, more heterogeneity, solutions for control and monitoring, … Future: Cloud, Big (IoT) Data Analytics, Interoperability, Enhanced Cellular/Wireless Com. for IoT, Real-world operational use-cases and Industry and B2B services/applications, more Standards…
  • 28. Cities of the future 28 http://www.globalnerdy.com/2007/08/28/home-electronics-of-the-future-as-predicted-28-years-ago/
  • 29. What does makes smart cities “smart”?
  • 30. Smart Citizens (more informed and more in control) Smart Governance (better services and informed decisions) Smart Environment Providing more equality and wider reach Context-aware and situation-aware services Cost efficacy and supporting innovation What does makes smart cities “smart”?
  • 32. Image sources : The dailymail, http://helenography.net/, http://edwud.com/
  • 33. Smart Cities: What type of problems we expect to solve?
  • 34. 34Source LAT Times, http://documents.latimes.com/la-2013/ Future cities: A view from 1998
  • 36. Applications and potentials − Analysis of thousands of traffic, pollution, weather, congestion, public transport, waste and event sensory data to provide better transport and city management. − Converting smart meter readings to information that can help prediction and balance of power consumption in a city. − Monitoring elderly homes, personal and public healthcare applications. − Event and incident analysis and prediction using (near) real-time data collected by citizen and device sensors. − Turning social media data (e.g.Tweets) related to city issues into event and sentiment analysis. − Any many more… 36
  • 42. An example: Extraction of events and semantics from social media 42 City Infrastructure Tweets from a city P. Anantharam, P. Barnaghi, K. Thirunarayan, A. Sheth, "Extracting city events from social streams,“, 2014. https://osf.io/b4q2t/
  • 43. Activity 3.4 – Event Detection for Social Media 43 City Infrastructure Yes it is police @hasselager … there directing traffic CRF- based NER Tagging CRF- based NER Tagging Multi- view Event Extractio n Multi- view Event Extractio n Loc. Est. = “hasselager, aarhus” Loc. Est. = “hasselager, aarhus” Temp. Est. = “2015-2- 19 21:07:17” Temp. Est. = “2015-2- 19 21:07:17” Level = 2Level = 2 Event Type = Traffic Event Type = Traffic OSM Loc. OSM Loc. CrimeCrimeTransp.Transp. City Event Extraction CNN POS+NER Event term extraction CNN POS+NER Event term extraction CulturalCultural SocialSocial Enviro.Enviro. SportSport HealthHealth DataData Transp.Transp. Yes <O> it <O> is <O> police <B-CRIME> @hasselager <B-LOCATION>… <O> there <O> directing <O> traffic <B-TRAFFIC> Yes <S-NP/O> it <S-NP/O> is <S-VP/O> police <S-NP/O> @hasselager <S-LOC> ... <O/O> there <S-NP/O> directing <S-VP/O> traffic <S-NP/O>
  • 45. Not so good examples 45
  • 46. Social media analysis (deep learning – under construction) 46 http://iot.ee.surrey.ac.uk/citypulse-social/
  • 47. Future of the Internet 47 In next 5 years
  • 48. Smart data collection − Smart data collection − Intelligent data Processing (selective attention and information-extraction) 48 (image source: KRISTEN NICOLE, siliconangle.com)
  • 49. The rise of sharing economy 49Source: the Economist
  • 50. More broadband in remote areas 50
  • 52. The rise of village notebook/internet kiosks 52Source: wikipedia, green diary
  • 53. More privacy/control issues 53 Source: wikipedia, the economist
  • 55. Future of the Internet 55 In next 25 years
  • 56. Mind will be the machine 56 And all will be connected!
  • 57. The borders blend 57Source: IEEE Internet Computing
  • 58. Information will find you, not you the information 58
  • 59. Boundary between human, technology and devices 59
  • 60. Desire for innovation 60 Driverless Car of the Future (1957) Image: Courtesy of http://paleofuture.com
  • 61. Let’s hope −The Internet of the Future will be −For everyone, everywhere, available at anytime, −People will have control on their data −Data will be used for helping people −Smart applications will contribute to a better life and to a better use of of our resources in the world! 61
  • 62. Q&A − Thank you. − EU FP7 CityPulse Project: http://www.ict-citypulse.eu/ @pbarnaghi p.barnaghi@surrey.ac.uk