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Overview of the Internet
of Things (IoTs)
Spring 2013
Qian Zhang
FYTGS, HKUST
Ice-breaking
Course Info
• Instructor: Qian Zhang
• www.cs.ust.hk/~qianzh
• Course web site
http://www.cs.ust.hk/~qianzh/FYTGS5100/spr2013/inde
x.html
contains all notes, announcements, etc. Check it
regularly!
• Lecture schedule
• Friday 18:30-21:20 Rm 1504
Course Info
• The reading materials online for paper reading and
student presentation
• Check recent research papers from high quality
conferences and transactions
• Experience networking research through team projects (1-
2 students)
• Understand what is good research
• Hands-on experience in IoT related research
• Appreciate team work / collaborations
Course Info
• Grading scheme
• Homework 20 points
• Project 25 points
• Presentation 15 points
• Final Exam 40 points
• Paper presentation
• Everyone reviews and presents 1 paper
• Email me ids of 3 papers that you’d like to present by
Feb. 28
• Submit a review for one paper of your choice before
you present the paper (1 page)
Course Schedule
• Introduction of the Internet of Things (IoT) (1 week)
• RFID: technology and applications (2 weeks)
• Wireless and mobile communications (4 weeks)
• Sensors and wireless sensor networks (3 weeks)
• Localization technologies (1 week)
• Student presentation (2 weeks)
Outline
What’s Internet of Things (IoT)
1
State of the Art of IoT
2
Challenges and Limitation of IoT
3
Future of IoT
4
Starting from the Internet
• Internet appears everywhere in the world
• but it is still a connection between people and people
What is the Internet of Things?
• Internet connects all people, so it is called “the Internet of People”
• IoT connects all things, so it is called “the Internet of Things”
What’s the Internet of Things
 Definition
(1) The Internet of Things, also called The Internet of
Objects, refers to a wireless network between objects,
usually the network will be wireless and self-configuring,
such as household appliances.
------Wikipedia
(2) By embedding short-range mobile transceivers into a
wide array of additional gadgets and everyday items,
enabling new forms of communication between people
and things, and between things themselves.
------WSIS 2005
What’s the Internet of Things
 Definition
(3) The term "Internet of Things" has come to describe a
number of technologies and research disciplines that
enable the Internet to reach out into the real world of
physical objects.
------IoT 2008
(4) “Things having identities and virtual personalities
operating in smart spaces using intelligent interfaces to
connect and communicate within social, environmental,
and user contexts”.
-------IoT in 2020
What’s the Internet of Things
• History
 1997, “The Internet of Things” is the seventh in the series of ITU
Internet Reports originally launched in 1997 under the title
“Challenges to the Network”.
 1999, Auto-ID Center founded in MIT
 2003, EPC Global founded in MIT
 2005, Four important technologies of the internet of things was
proposed in WSIS conference.
 2008, First international conference of internet of things: The IOT
2008 was held at Zurich.
What’s the Internet of Things
From any time ,any place connectivity for anyone, we will
now have connectivity for anything!
What’s the Internet of Things
Event
Driven
Ambient
Intelligence Flexible
Structure
Semantic
Sharing
Complex
Access
Technologies
Internet of Things
Characteristics
Why Internet of Things
Dynamic control of industry and daily life
Improve the resource utilization ratio
Better relationship between human and nature
Forming an intellectual entity by integrating
human society and physical systems
Why Internet of Things (ii)
Flexible configuration, P&P…
Universal transport & internetworking
Accessibility & Usability?
Acts as technologies integrator
17
MIT: Auto-ID-Center
1999
ITU: ITU Internet Reports
2005
IBM: Smart Planet
2008
IBM: Smart Planet, Winning in China
2009
Obama: Business Round Table
2009
Epoch of IOT
Wen Jiabao: sensing China
2009
Premier Wen and Sensing China
• Premier Wen visited Wuxi in August 7, 2009.
• He proposed “Sensing China”.
1965 Main Frame
1980 PC
1995 Internet
2010 ?…
15-Year Law
The Application of IoT(1)
Network
Biosensor taken by people
Equipment in
public place
House
Regional Office
Virtual Environment
Transportation Vehicle
The Application of IoT(2)
Scenario: shopping
(2) When shopping in the market, the
goods will introduce themselves.
(1) When entering the doors, scanners
will identify the tags on her clothing.
(4) When paying for the goods, the
microchip of the credit card will
communicate with checkout reader.
(3) When moving the goods, the reader
will tell the staff to put a new one.
The Application of IoT(3)
Scenario: Health Care
• Various sensors for various
conditions
• Example ICP sensor: Short or
long term monitoring of
pressure in the brain cavity
• Implanted in the brain cavity
and senses the increase of
pressure
• Sensor and associated
electronics encapsulated in
safe and biodegradable
material
• External RF reader powers
the unit and receives the
signal
• Stability over 30 days so far
• National Health Information Network,
Electronic Patient Record
• Home care: monitoring and control
Pulse oximeters, blood glucose monitors, infusion
pumps, accelerometers, …
• Operating Room of the Future
Closed loop monitoring and control; multiple treatment
stations, plug and play devices; robotic microsurgery
System coordination challenge
• Progress in bioinformatics: gene, protein
expression, systems biology, disease
dynamics, control mechanisms
The Application of IoT(3)
Scenario: Health Care
The Application of IoT(4)
Scenario: Intelligent Home
• Remote monitor for
smart house
• Remote control for
smart appliance
The Application of IoT(5)
Scenario: Transportation
• A network of sensors set up throughout a vehicle can interact with its
surroundings to provide valuable feedback on local roads, weather and
traffic conditions to the car driver, enabling adaptive drive systems to
respond accordingly
• This may involve automatic activation of braking systems or speed control
via fuel management systems. Condition and event detection sensors can
activate systems to maintain driver and passenger comfort and safety
through the use of airbags and seatbelt pre-tensioning
• Sensors for fatigue and mood monitoring based on driving conditions,
driver behaviour and facial indicators can interact
to ensure safe driving by activating warning systems
or directly controlling the vehicle
• In 2005, 30 – 90 processors per car
Engine control, Break system, Airbag deployment system
Windshield wiper, Door locks, Entertainment system
• Cars are sensors and actuators in V2V networks
Active networked safety alerts
Autonomous navigation
• Future Transportation Systems
Incorporate both single person and mass transportation vehicles, air and ground
transportations.
Achieve efficiency, safety, stability using real-time control and optimization.
The Application of IoT(5)
Scenario: Transportation
Scenario:MonitoringtheEnvironment
The Application of IoT(6)
State of the Art of IoT
RFID Sensor Smart Tech Nano Tech
To identify
and track
the data of
things
To collect
and process
the data to
detect the
changes in
the physical
status of
things
To enhance the
power of the
network by
devolving
processing
capabilities to
different part of
the network.
To make the
smaller and
smaller things
have the
ability to
connect and
interact.
Enabling Technologies
Sensor Technology
The ability to detect changes in the physical status of things is
essential for recording changes in the environment.
Wireless sensor technology play a pivotal role in bridging the
gap between the physical and virtual worlds, and enabling
things to respond to changes in their physical environment.
Sensors collect data from their environment, generating
information and raising awareness about context.
Example: sensors in an electronic jacket can collect information about
changes in external temperature and the parameters of the jacket can be
adjusted accordingly
State of the Art of IoT
1
MIT Auto-ID Lab & EPC
Global.
Stanford University
Georgia Institute of
Technology
Cambridge Univ
3
Nokia
SAP
IBM
GOOGLE
AMBIENT
Metro Group
Siemens
Sun
Cisco
GE
2
EPFL & ETH Zurich
Information and
Communication Systems
Research Group
Chemnitz University of
Technology
VSR Group
Research Groups
State of the Art of IoT
The Challenge of IoT
Total challenge of IoT
1. Technological Standardization in most areas are still
remain fragmented.
2. managing and fostering rapid innovation is a challenge for
governments
3. privacy and security
4. Absence of governance
The Challenge of IoT
How to convincing users that the IoT technology will
protect their data and privacy when tracking
Potential Solutions
Legal &
Regulatory
Technical
Control
Social Ethic
Market
Self-regulation
IoT and WSN
× WSN is IoT, IoT aka WSN  IoT = WSN
× IoT aka RFID + PerCom
√ IoT is not WSN IoT ≠WSN
IoT contains WSN IoT ≥WSN
IoT and WSN
• Things are diverse
• They might be individual like water, soldiers,
trees…
• They also be a set of individuals like ocean,
battlefield, forest, …
IoT and WSN
We concern not only about water, tree and soldier, but also
about ocean, forest and battlefield.
IoT and WSN
海洋监测
森林管理
战场指挥
So we have ocean monitoring, Forest management,
battlefield control.
Digital
World
Sensed
data
Sensed
data
Sensed
data
Sensed
data
Sensed
data
Sensed
data
Physical
World
When WSN is Used
To Connect digital world and physical world
IoT and CPS
IoT
C1 C2 Cn
P1 P2 Pn
CPS
Internet or
Cyber world
C=C1 ∨ C2 ∨ ∨ Cn
P=P1 ∨ P2 ∨ ∨ Pn
IoT and Pervasive Computing
CPS and Pervasive Computing
All such buzzwords refers to the same balloon. When it is blasted to
large size, it is called Smart Planet; when to middle size, it is called CPS;
When to small size, it is called pervasive or embedded system.
Internet of Things vs. Cloud Properties
Internet of Things, Cloud and Services
• Internet of Things enables
• High-resolution management
• Real-world control
• Adaptive processes
IoT Issue Possible Solution
Heterogeneity Services as abstraction layer
Application Development Mash-up of services
Solution Deployment Support through XaaS models
Producing a lot of data Processing of large data quantities in the cloud
IoT, Cloud, and Services are complementary aspects of a Real World
Internet
2 Examples
• For the public and the society
• For business and enterprises
Example 1: Pachube
• "The Internet of Things Real-Time Web Service and
Applications"
• Platform to connect sensors and other hardware
• Platform to build IoT services and applications
• RESTful APIs
After the Fukushima Disaster on
Pachube
Many People Connected Radiation
Sensors…
Cool, but …
• Data quality of various sources
• Accuracy of each data point
• Sensor reliability and availability
• Time of measurement
• Important for trust!
• Unit jungle:
• nGy/s, mSv/h, 􀈝 Sv/h, Bq/kg, cpm …
• Sometimes misleading, sometimes just hard to compare…
• Mix of data sources
• Real sensors
• Virtual sensors (data scraping from web pages, e.g.,
http://www.houshasen-pref-ibaraki.jp/present/result01.html)
Business Web
APlatformandMarketplaceforBusinessServices
The Business Web is a cloud-based business environment that
provides access to the necessary infrastructure, applications, content,
and connectivity to deliver end-to-end business services optimized for
mobility and ease of participation
Business Web:
First-classInternet of Things Integration
M2M Scenario – Ice Cream Cabinets
• The application provides consumer products
companies with detailed information about
the location and status of its ice cream
cabinets.
• This information can be used to find these
cabinets, supply them with new ice cream
in time, and monitor their temperature in
order to avoid ice cream becoming bad due
to a defective ice cream cabinet.
• The ice cream cabinets become smart items
that monitor their energy consumption,
send alarms, and become an active part in
the companies operation processes as well
as sustainability efforts.
IoT Configuration
• 2.5 millon ice cream cabinets
• Worldwide distributed
• Biggest growth markets: China and India
• Sensoring
• Need to refill
• Avoid stock-outs
• Location
• Reliably find and refill
• Temperature / power outage
• Detect failures and avoid product loss
• Behavioral statistics
• Conclude conversion rate
• Estimated business value: >5%
increased sales
IoT Integration into Business
Processes
Roles and processes
• CPG Backend
• Operational BI on supply chain efficiency
• User behavior monitoring and campaign
efficiency
• 3rd Party Supplier
• Dispatcher: Improved planning of daily logistics
processes
• Get refill priorities and alarms on power outage and
temperatures
• Truck Driver: Guidance and real-time integration
into process
• Store Owner
• Push alarms to store owners for immediate
actions
• Resolve power outage / close lid to save energy
• Consumer
• Guidance to next ice cream cabinet (source of
happiness)
3rd Party Supplier
Consumer
Augmented
Reality App:
Guide me to
the next ice
cream
opportunity
Business Value
Ice Cream Business is a 60+ billion market
• Highest margin business in food CPG
• 10.5%
• Unilever
• 10+ billion in ice cream sales
• Market leader in out-of-home ice cream
business
• 30% market share
• 2/3 is out-of-home business
• ICC scenario estimated benefit is 45 million
additional profit per year
• Phase 1: Pilot
• 500 ICCs in Germany, 50 mobile users
• Phase 2:
• 10.000 ICCs in Germany, 1.000 users
• Phase 3:
• Replacing 200.000 ICCs yearly world wide.
Short Summary
• Internet of Things, Cloud Computing and Services are all
aspects of a (Future) Internet
• Strengths of each can and should be combined
• Examples of successful combinations exist
• Both in the public and the business domain
• We are at the beginning of an interesting journey
• Many challenges still lie ahead
Road is Difficult, but Future is Bright
 Any TIME
 Any PLACE  Any THING

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Internet of Things.pdf

  • 1. Overview of the Internet of Things (IoTs) Spring 2013 Qian Zhang FYTGS, HKUST
  • 3. Course Info • Instructor: Qian Zhang • www.cs.ust.hk/~qianzh • Course web site http://www.cs.ust.hk/~qianzh/FYTGS5100/spr2013/inde x.html contains all notes, announcements, etc. Check it regularly! • Lecture schedule • Friday 18:30-21:20 Rm 1504
  • 4. Course Info • The reading materials online for paper reading and student presentation • Check recent research papers from high quality conferences and transactions • Experience networking research through team projects (1- 2 students) • Understand what is good research • Hands-on experience in IoT related research • Appreciate team work / collaborations
  • 5. Course Info • Grading scheme • Homework 20 points • Project 25 points • Presentation 15 points • Final Exam 40 points • Paper presentation • Everyone reviews and presents 1 paper • Email me ids of 3 papers that you’d like to present by Feb. 28 • Submit a review for one paper of your choice before you present the paper (1 page)
  • 6. Course Schedule • Introduction of the Internet of Things (IoT) (1 week) • RFID: technology and applications (2 weeks) • Wireless and mobile communications (4 weeks) • Sensors and wireless sensor networks (3 weeks) • Localization technologies (1 week) • Student presentation (2 weeks)
  • 7. Outline What’s Internet of Things (IoT) 1 State of the Art of IoT 2 Challenges and Limitation of IoT 3 Future of IoT 4
  • 8. Starting from the Internet • Internet appears everywhere in the world • but it is still a connection between people and people
  • 9. What is the Internet of Things? • Internet connects all people, so it is called “the Internet of People” • IoT connects all things, so it is called “the Internet of Things”
  • 10. What’s the Internet of Things  Definition (1) The Internet of Things, also called The Internet of Objects, refers to a wireless network between objects, usually the network will be wireless and self-configuring, such as household appliances. ------Wikipedia (2) By embedding short-range mobile transceivers into a wide array of additional gadgets and everyday items, enabling new forms of communication between people and things, and between things themselves. ------WSIS 2005
  • 11. What’s the Internet of Things  Definition (3) The term "Internet of Things" has come to describe a number of technologies and research disciplines that enable the Internet to reach out into the real world of physical objects. ------IoT 2008 (4) “Things having identities and virtual personalities operating in smart spaces using intelligent interfaces to connect and communicate within social, environmental, and user contexts”. -------IoT in 2020
  • 12. What’s the Internet of Things • History  1997, “The Internet of Things” is the seventh in the series of ITU Internet Reports originally launched in 1997 under the title “Challenges to the Network”.  1999, Auto-ID Center founded in MIT  2003, EPC Global founded in MIT  2005, Four important technologies of the internet of things was proposed in WSIS conference.  2008, First international conference of internet of things: The IOT 2008 was held at Zurich.
  • 13. What’s the Internet of Things From any time ,any place connectivity for anyone, we will now have connectivity for anything!
  • 14. What’s the Internet of Things Event Driven Ambient Intelligence Flexible Structure Semantic Sharing Complex Access Technologies Internet of Things Characteristics
  • 15. Why Internet of Things Dynamic control of industry and daily life Improve the resource utilization ratio Better relationship between human and nature Forming an intellectual entity by integrating human society and physical systems
  • 16. Why Internet of Things (ii) Flexible configuration, P&P… Universal transport & internetworking Accessibility & Usability? Acts as technologies integrator
  • 17. 17 MIT: Auto-ID-Center 1999 ITU: ITU Internet Reports 2005 IBM: Smart Planet 2008 IBM: Smart Planet, Winning in China 2009 Obama: Business Round Table 2009 Epoch of IOT Wen Jiabao: sensing China 2009
  • 18. Premier Wen and Sensing China • Premier Wen visited Wuxi in August 7, 2009. • He proposed “Sensing China”.
  • 19. 1965 Main Frame 1980 PC 1995 Internet 2010 ?… 15-Year Law
  • 20. The Application of IoT(1) Network Biosensor taken by people Equipment in public place House Regional Office Virtual Environment Transportation Vehicle
  • 21. The Application of IoT(2) Scenario: shopping (2) When shopping in the market, the goods will introduce themselves. (1) When entering the doors, scanners will identify the tags on her clothing. (4) When paying for the goods, the microchip of the credit card will communicate with checkout reader. (3) When moving the goods, the reader will tell the staff to put a new one.
  • 22. The Application of IoT(3) Scenario: Health Care • Various sensors for various conditions • Example ICP sensor: Short or long term monitoring of pressure in the brain cavity • Implanted in the brain cavity and senses the increase of pressure • Sensor and associated electronics encapsulated in safe and biodegradable material • External RF reader powers the unit and receives the signal • Stability over 30 days so far
  • 23. • National Health Information Network, Electronic Patient Record • Home care: monitoring and control Pulse oximeters, blood glucose monitors, infusion pumps, accelerometers, … • Operating Room of the Future Closed loop monitoring and control; multiple treatment stations, plug and play devices; robotic microsurgery System coordination challenge • Progress in bioinformatics: gene, protein expression, systems biology, disease dynamics, control mechanisms The Application of IoT(3) Scenario: Health Care
  • 24. The Application of IoT(4) Scenario: Intelligent Home • Remote monitor for smart house • Remote control for smart appliance
  • 25. The Application of IoT(5) Scenario: Transportation • A network of sensors set up throughout a vehicle can interact with its surroundings to provide valuable feedback on local roads, weather and traffic conditions to the car driver, enabling adaptive drive systems to respond accordingly • This may involve automatic activation of braking systems or speed control via fuel management systems. Condition and event detection sensors can activate systems to maintain driver and passenger comfort and safety through the use of airbags and seatbelt pre-tensioning • Sensors for fatigue and mood monitoring based on driving conditions, driver behaviour and facial indicators can interact to ensure safe driving by activating warning systems or directly controlling the vehicle
  • 26. • In 2005, 30 – 90 processors per car Engine control, Break system, Airbag deployment system Windshield wiper, Door locks, Entertainment system • Cars are sensors and actuators in V2V networks Active networked safety alerts Autonomous navigation • Future Transportation Systems Incorporate both single person and mass transportation vehicles, air and ground transportations. Achieve efficiency, safety, stability using real-time control and optimization. The Application of IoT(5) Scenario: Transportation
  • 28. State of the Art of IoT RFID Sensor Smart Tech Nano Tech To identify and track the data of things To collect and process the data to detect the changes in the physical status of things To enhance the power of the network by devolving processing capabilities to different part of the network. To make the smaller and smaller things have the ability to connect and interact. Enabling Technologies
  • 29. Sensor Technology The ability to detect changes in the physical status of things is essential for recording changes in the environment. Wireless sensor technology play a pivotal role in bridging the gap between the physical and virtual worlds, and enabling things to respond to changes in their physical environment. Sensors collect data from their environment, generating information and raising awareness about context. Example: sensors in an electronic jacket can collect information about changes in external temperature and the parameters of the jacket can be adjusted accordingly
  • 30. State of the Art of IoT 1 MIT Auto-ID Lab & EPC Global. Stanford University Georgia Institute of Technology Cambridge Univ 3 Nokia SAP IBM GOOGLE AMBIENT Metro Group Siemens Sun Cisco GE 2 EPFL & ETH Zurich Information and Communication Systems Research Group Chemnitz University of Technology VSR Group Research Groups
  • 31. State of the Art of IoT
  • 32. The Challenge of IoT Total challenge of IoT 1. Technological Standardization in most areas are still remain fragmented. 2. managing and fostering rapid innovation is a challenge for governments 3. privacy and security 4. Absence of governance
  • 33. The Challenge of IoT How to convincing users that the IoT technology will protect their data and privacy when tracking Potential Solutions Legal & Regulatory Technical Control Social Ethic Market Self-regulation
  • 34. IoT and WSN × WSN is IoT, IoT aka WSN  IoT = WSN × IoT aka RFID + PerCom √ IoT is not WSN IoT ≠WSN IoT contains WSN IoT ≥WSN
  • 35. IoT and WSN • Things are diverse • They might be individual like water, soldiers, trees… • They also be a set of individuals like ocean, battlefield, forest, …
  • 36. IoT and WSN We concern not only about water, tree and soldier, but also about ocean, forest and battlefield.
  • 37. IoT and WSN 海洋监测 森林管理 战场指挥 So we have ocean monitoring, Forest management, battlefield control.
  • 39. IoT and CPS IoT C1 C2 Cn P1 P2 Pn CPS Internet or Cyber world C=C1 ∨ C2 ∨ ∨ Cn P=P1 ∨ P2 ∨ ∨ Pn
  • 40. IoT and Pervasive Computing
  • 41. CPS and Pervasive Computing All such buzzwords refers to the same balloon. When it is blasted to large size, it is called Smart Planet; when to middle size, it is called CPS; When to small size, it is called pervasive or embedded system.
  • 42. Internet of Things vs. Cloud Properties
  • 43. Internet of Things, Cloud and Services • Internet of Things enables • High-resolution management • Real-world control • Adaptive processes IoT Issue Possible Solution Heterogeneity Services as abstraction layer Application Development Mash-up of services Solution Deployment Support through XaaS models Producing a lot of data Processing of large data quantities in the cloud IoT, Cloud, and Services are complementary aspects of a Real World Internet
  • 44. 2 Examples • For the public and the society • For business and enterprises
  • 45. Example 1: Pachube • "The Internet of Things Real-Time Web Service and Applications" • Platform to connect sensors and other hardware • Platform to build IoT services and applications • RESTful APIs
  • 46. After the Fukushima Disaster on Pachube
  • 47. Many People Connected Radiation Sensors…
  • 48. Cool, but … • Data quality of various sources • Accuracy of each data point • Sensor reliability and availability • Time of measurement • Important for trust! • Unit jungle: • nGy/s, mSv/h, 􀈝 Sv/h, Bq/kg, cpm … • Sometimes misleading, sometimes just hard to compare… • Mix of data sources • Real sensors • Virtual sensors (data scraping from web pages, e.g., http://www.houshasen-pref-ibaraki.jp/present/result01.html)
  • 49. Business Web APlatformandMarketplaceforBusinessServices The Business Web is a cloud-based business environment that provides access to the necessary infrastructure, applications, content, and connectivity to deliver end-to-end business services optimized for mobility and ease of participation
  • 51. M2M Scenario – Ice Cream Cabinets • The application provides consumer products companies with detailed information about the location and status of its ice cream cabinets. • This information can be used to find these cabinets, supply them with new ice cream in time, and monitor their temperature in order to avoid ice cream becoming bad due to a defective ice cream cabinet. • The ice cream cabinets become smart items that monitor their energy consumption, send alarms, and become an active part in the companies operation processes as well as sustainability efforts.
  • 52. IoT Configuration • 2.5 millon ice cream cabinets • Worldwide distributed • Biggest growth markets: China and India • Sensoring • Need to refill • Avoid stock-outs • Location • Reliably find and refill • Temperature / power outage • Detect failures and avoid product loss • Behavioral statistics • Conclude conversion rate • Estimated business value: >5% increased sales
  • 53. IoT Integration into Business Processes Roles and processes • CPG Backend • Operational BI on supply chain efficiency • User behavior monitoring and campaign efficiency • 3rd Party Supplier • Dispatcher: Improved planning of daily logistics processes • Get refill priorities and alarms on power outage and temperatures • Truck Driver: Guidance and real-time integration into process • Store Owner • Push alarms to store owners for immediate actions • Resolve power outage / close lid to save energy • Consumer • Guidance to next ice cream cabinet (source of happiness) 3rd Party Supplier Consumer Augmented Reality App: Guide me to the next ice cream opportunity
  • 54. Business Value Ice Cream Business is a 60+ billion market • Highest margin business in food CPG • 10.5% • Unilever • 10+ billion in ice cream sales • Market leader in out-of-home ice cream business • 30% market share • 2/3 is out-of-home business • ICC scenario estimated benefit is 45 million additional profit per year • Phase 1: Pilot • 500 ICCs in Germany, 50 mobile users • Phase 2: • 10.000 ICCs in Germany, 1.000 users • Phase 3: • Replacing 200.000 ICCs yearly world wide.
  • 55. Short Summary • Internet of Things, Cloud Computing and Services are all aspects of a (Future) Internet • Strengths of each can and should be combined • Examples of successful combinations exist • Both in the public and the business domain • We are at the beginning of an interesting journey • Many challenges still lie ahead
  • 56. Road is Difficult, but Future is Bright  Any TIME  Any PLACE  Any THING