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Vincent Lefebvre – September 2015
vclefebvre@gmail.com
Source: Appinions, Sept 2015
About the Author
• Connecting the world for over 25 years:
• Product development career in the networking industry
• 3Com, Nortel, Motorola…
• Engineering leadership, cross-functional teams, program management
• Technology integration partnerships, partner management
• Partners: Alcatel-Lucent, Brocade, IBM…
• Interested by and advising companies on:
• Embedded systems, IoT platforms
• System architecture – device and ecosystem
More information at http://vclefebvre.workfolio.com
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 2
Outline
•What the IoT is
•Why it is emerging now
•When will it be there
•Where it is used
•Who are the players
•How it is implemented
• Challenges
• Impact on businesses
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 3
Source: HP
Hype Peak
The Internet of Things
Source: Gartner
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 4
Vision & Reality
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 5
Source:
www.iot-a.eu
What is the IoT?
The Rise of the Sensors
• Monitoring and control
systems
• Using distributed-
computing
• For data analysis and
distribution
• Applied to many physical
and biological entities
9/23/2015 Vincent Lefebvre 6
1970 1980 1990 2000 2010 2020
ValueAdded
Personal Computer
Micro-Controllers
Fixed Internet
Networks & M2M
Mobile Internet
Cloud & BigData
Internet of Things
Low-cost sensors
Enablers
A confluence of technology improvements
• Hardware:
Compute power, miniaturization, low power, easier
realization
• Software:
Embedded systems, cloud computing, analytics
• Networking:
Internet, wireless, mobility
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 7
Source: Sanow-tech-graphics
• Today: 3 connected devices
per person on earth
• 2020 Gartner-IDC estimates:
• 26-212 billion “things”
• $1.9-$8.9 trillion economic
impact
• Network value =
f( connections2 )
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 8
Source: theconnectivist.com
Market Size
Huge Value Potential
Market Segmentation
Every Industry
• Major sectors:
• Consumer
• Commercial
• Transportation
• Industrial
• Infrastructure
• Key verticals of adoption:
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 9
Source: Goldman Sachs
Consumer
• Connected homes
• Security
• Energy use
• Smart appliances
• Smart Locks
• Smart Lighting
• Entertainment…
• Wearables:
• Fitness bands
• Action cameras,
• Smart watches,
• Smart glasses,
• Smart fabrics…
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 10Source: Alcatel-Lucent
Commercial
• Shopping
• Healthcare
• Remote
monitoring
• Clinical care…
• Building
automation
• Services
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 11
Source: Freescale Semiconductor
Source: Amazon
Transportation
• Infotainment
• Navigation
• Safety
• Diagnostics
• Fleet
management
• Energy savings
• Driver coaching
• Compliance…
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 12
Source: Intel
Industrial
• Manufacturing
• Resources
• Oil & Gas
• Metals & Mining…
• Safety
• Agriculture…
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 13
Source: GE Reports
Source: Vincent Lefebvre
Infrastructure
• Cities
• Traffic
• Lighting
• Parking
• Waste mgt…
• Smart Grid
• Meters
• EV charging…
• Environment
• Water quality
• Pollution…
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 14
Source: Berkeley Lab
Ecosystem
No single technology provider can
enable the IoT alone
• Components
• ODMs
• OEMs
• Systems Integrators
• Cloud Services
• Network Services
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 15
Source: IEEE Computer 6/14
Players
9/23/2015 Vincent Lefebvre 16
Selected
businesses…
• Rapid expansion
• Large and small
• Very dynamic
Architecture
Tiers and Networks
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 17
Source: Industrial Internet Consortium
Business
Architecture
Computing and Data
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 18
InsightDataEventsThings
API API
New
Businesses
• Event-driven and transactional
• Solutions that cross multiple verticals – APIs and developer communities
• Federated data architectures require strong consistency – data semantics
• Embedded systems
• Sensors
• Semiconductors
• Boards
• RT software
• Gateways
• Networks
• Data centers
• Data Analysis servers
• Storage
• User control
• Smartphones, tablets, PCs…
• Management and query software
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 19
Source: Plat.One
Physical Components
Internet: Web
1000s of bytes
Requires full
Internet devices
TCP
IPv6
Internet of Things:
UDP
6LoWPAN
Optimized
IP access
Device
Layer
Huge overhead,
difficult parsing
Inefficient content
encoding
XML
HTTP
10s of bytes
Efficient
Objects Web Objects
CoAP
TLS DTLS
Efficient Web
Services
Layer
Communication Protocols
Old and New
• Wireless: Wi-Fi, Bluetooth, Cellular (2/3/4G) , Zigbee, Z-Wave, NFC…
• Transport: IPv6
• Application: CoAP, XMPP, RESTful HTML, MQTT, DDS
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 20
Source:
Sensinode (ARM)
Standards & Consortia
Plenty to Choose From!
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 21
Source:
eclipse.org
Technology Trends
Innovation Marches On
• Ubiquitous sensors and radios
• Low power & energy harvesting
• Smarter distributed computing
• Fog computing
• Event-driven computing
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 22
Source: MC10
Source: Bosch
Source: fogcomputingexpo.com
Barriers to Adoption: Security & Privacy
• Security:
• Service attacks
• Identity & access
management
• Encryption
• Secure updates
• Privacy:
• Minimum data
• Encrypted
• Data ownership
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 23
Source: ForgeRock
Barriers to Adoption: Regulations & Standards
• Do Smart Devices Need Regulation?
• Legislators around the world will consider need and extent
• Technology evolution goes much faster
• Country or local decisions – complexity from factory or field SKU configuration
• Several standards will coexist
• Objects will speak in foreign tongues between industry silos
• Translation software services needed to connect silos (gateway, multi-stack)
• Familiar obstacles… (e.g. wireless networking industry)
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 24
Transformation
CAUTION: Disruptions!
• Higher efficiency
• New ways of doing things
• Fast pace of change
 Benefits and stress
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 25
Source: HBR
Business Transformation Example
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 26
Source: Accenture
Business Model Evolution
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 27
Source: Accenture
Take-Aways
Huge Opportunities
• Everything is data…
Every business is becoming an information business
• Lots of activity in progress, even more ahead…
With usual pains and failures of new technology cycles
• With lots of business value to come…
Until the next technology cycle
For further inquiries, please contact:
Vincent Lefebvre, vclefebvre@gmail.com – vclefebvre.workfolio.com
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 28
Ancillary Charts
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 29
Primary Information Sources
[1] “Imagineering and Internet of Anything”, IEEE Computer, Jun 2014
[2] “Internet of Things, Making SENSE of the next mega-trend”, Goldman Sachs, Jun 2014
[3] “Introducing Azure Stream Analytics”, Microsoft, 2014
[4] “The IoT, an update”, Silicon Valley Bank, Apr 2014
[5] “IoT 2014” report, Copperberg Research,
[6] “Google wants to advance the IoT, offer grants…”, Paul Sawers, venturebeat.com, Dec 2014
[7] “IoT, Demystifying the ecosystem – An investment thesis”, Yashwanth Hemaraj
[8] “ABCs of IoT Consortiums”, Ian Skerrett, Eclipse.org, Dec 2014
[9] “Internet of Things, an industry influence study”, Appinions, Jul 2014
[10] “Android powered IoT”, Alexandru Iovanovici, Politechnica university of Timisoara
[11] “Security in the Internet of Things”, Victor Ake, Forgerock, Nov 2014
[12] “The unbearable lightness of M2M forecasting”, Mac Jadoul, ALU, Dec 2014
[13] “Growth of the IoT”, www.theconnectivist.com/2014/05/infographic-the-growth-of-the-internet-of-things, May 2014
[14] “Developing Solutions for the IoT” , Intel, 2014 – intel.com/iot
[15] “Industrial Internet of Things, Driving unconventional growth”, Accenture, Jan 2015
[16] GE Software
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 30
IoT Growth
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 31
IoT Growth
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 32
Source: Intel
IoT in Retail
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 33
Source: Bosch
Source: Estimote
Industrial Internet
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 34
Source: Bosch
A European view of the
Industrial IoT markets…
Smart City
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 35
Source: Cisco
Upcoming rain ->
• Schedules adjusted
• Traffic flow optimized
• Road slickness
mitigation
• Street lighting
adjusted…
Infrastructure
• Cities
• Traffic
• Lighting
• Parking
• Waste mgt…
• Smart Grid
• Meters
• EV charging…
• Environment
• Water quality
• Pollution…
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 36
Source: Libelium
Transportation and Smart Cities
Compound Application Example
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 37
GE Examples
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 38
Source: GE Software
Some examples of how the powerful
combination of big machines and big data can
have real world positive influences include:
• Power FlexEfficiency: Uses data sensors
and data science to produce up to 10%
greater turbine power output
• Wind PowerUp: Produces up to 5%
additional power for wind farms
• Flight Efficiency Services: Results in
reductions of up to 1,600 lbs CO2 emission
per flight and gains of up to 2% fuel
efficiency using flight and operational data
• Rail Trip Optimizer: Produces up to 10%
emissions reduction and up to 10% energy
savings with a sophisticated optimization
solution for rail
• Water & Process Technologies
InSight™: Enables industrial companies to
reuse municipal wastewater instead of
fresh water to meet the demand for
cooling
The Power of One Percent
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 39
IoT Reference Model
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 40
Source: Cisco Systems, IoT World Forum
IoT Service Layers
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 41
Source: Intel
Unlicensed Wireless Spectrum
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 42
Application
Protocols
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 43
Source: Electronic Design, RTI, IoT Developers Conf. 2014
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 44
IoT Analytics Pipeline Example
Source: InfoWorld
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 45
Market Map: Enabling Devices
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 46
Source:
Mooreland Partners
Value Creation from Interactions
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 47
Source:
Harbor Research
Final Thought
9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 48
Source: Alcatel-Lucent

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Intro to IoT-23Sep2015

  • 1. Vincent Lefebvre – September 2015 vclefebvre@gmail.com Source: Appinions, Sept 2015
  • 2. About the Author • Connecting the world for over 25 years: • Product development career in the networking industry • 3Com, Nortel, Motorola… • Engineering leadership, cross-functional teams, program management • Technology integration partnerships, partner management • Partners: Alcatel-Lucent, Brocade, IBM… • Interested by and advising companies on: • Embedded systems, IoT platforms • System architecture – device and ecosystem More information at http://vclefebvre.workfolio.com 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 2
  • 3. Outline •What the IoT is •Why it is emerging now •When will it be there •Where it is used •Who are the players •How it is implemented • Challenges • Impact on businesses 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 3 Source: HP
  • 4. Hype Peak The Internet of Things Source: Gartner 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 4
  • 5. Vision & Reality 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 5 Source: www.iot-a.eu
  • 6. What is the IoT? The Rise of the Sensors • Monitoring and control systems • Using distributed- computing • For data analysis and distribution • Applied to many physical and biological entities 9/23/2015 Vincent Lefebvre 6 1970 1980 1990 2000 2010 2020 ValueAdded Personal Computer Micro-Controllers Fixed Internet Networks & M2M Mobile Internet Cloud & BigData Internet of Things Low-cost sensors
  • 7. Enablers A confluence of technology improvements • Hardware: Compute power, miniaturization, low power, easier realization • Software: Embedded systems, cloud computing, analytics • Networking: Internet, wireless, mobility 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 7 Source: Sanow-tech-graphics
  • 8. • Today: 3 connected devices per person on earth • 2020 Gartner-IDC estimates: • 26-212 billion “things” • $1.9-$8.9 trillion economic impact • Network value = f( connections2 ) 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 8 Source: theconnectivist.com Market Size Huge Value Potential
  • 9. Market Segmentation Every Industry • Major sectors: • Consumer • Commercial • Transportation • Industrial • Infrastructure • Key verticals of adoption: 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 9 Source: Goldman Sachs
  • 10. Consumer • Connected homes • Security • Energy use • Smart appliances • Smart Locks • Smart Lighting • Entertainment… • Wearables: • Fitness bands • Action cameras, • Smart watches, • Smart glasses, • Smart fabrics… 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 10Source: Alcatel-Lucent
  • 11. Commercial • Shopping • Healthcare • Remote monitoring • Clinical care… • Building automation • Services 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 11 Source: Freescale Semiconductor Source: Amazon
  • 12. Transportation • Infotainment • Navigation • Safety • Diagnostics • Fleet management • Energy savings • Driver coaching • Compliance… 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 12 Source: Intel
  • 13. Industrial • Manufacturing • Resources • Oil & Gas • Metals & Mining… • Safety • Agriculture… 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 13 Source: GE Reports Source: Vincent Lefebvre
  • 14. Infrastructure • Cities • Traffic • Lighting • Parking • Waste mgt… • Smart Grid • Meters • EV charging… • Environment • Water quality • Pollution… 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 14 Source: Berkeley Lab
  • 15. Ecosystem No single technology provider can enable the IoT alone • Components • ODMs • OEMs • Systems Integrators • Cloud Services • Network Services 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 15 Source: IEEE Computer 6/14
  • 16. Players 9/23/2015 Vincent Lefebvre 16 Selected businesses… • Rapid expansion • Large and small • Very dynamic
  • 17. Architecture Tiers and Networks 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 17 Source: Industrial Internet Consortium
  • 18. Business Architecture Computing and Data 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 18 InsightDataEventsThings API API New Businesses • Event-driven and transactional • Solutions that cross multiple verticals – APIs and developer communities • Federated data architectures require strong consistency – data semantics
  • 19. • Embedded systems • Sensors • Semiconductors • Boards • RT software • Gateways • Networks • Data centers • Data Analysis servers • Storage • User control • Smartphones, tablets, PCs… • Management and query software 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 19 Source: Plat.One Physical Components
  • 20. Internet: Web 1000s of bytes Requires full Internet devices TCP IPv6 Internet of Things: UDP 6LoWPAN Optimized IP access Device Layer Huge overhead, difficult parsing Inefficient content encoding XML HTTP 10s of bytes Efficient Objects Web Objects CoAP TLS DTLS Efficient Web Services Layer Communication Protocols Old and New • Wireless: Wi-Fi, Bluetooth, Cellular (2/3/4G) , Zigbee, Z-Wave, NFC… • Transport: IPv6 • Application: CoAP, XMPP, RESTful HTML, MQTT, DDS 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 20 Source: Sensinode (ARM)
  • 21. Standards & Consortia Plenty to Choose From! 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 21 Source: eclipse.org
  • 22. Technology Trends Innovation Marches On • Ubiquitous sensors and radios • Low power & energy harvesting • Smarter distributed computing • Fog computing • Event-driven computing 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 22 Source: MC10 Source: Bosch Source: fogcomputingexpo.com
  • 23. Barriers to Adoption: Security & Privacy • Security: • Service attacks • Identity & access management • Encryption • Secure updates • Privacy: • Minimum data • Encrypted • Data ownership 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 23 Source: ForgeRock
  • 24. Barriers to Adoption: Regulations & Standards • Do Smart Devices Need Regulation? • Legislators around the world will consider need and extent • Technology evolution goes much faster • Country or local decisions – complexity from factory or field SKU configuration • Several standards will coexist • Objects will speak in foreign tongues between industry silos • Translation software services needed to connect silos (gateway, multi-stack) • Familiar obstacles… (e.g. wireless networking industry) 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 24
  • 25. Transformation CAUTION: Disruptions! • Higher efficiency • New ways of doing things • Fast pace of change  Benefits and stress 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 25 Source: HBR
  • 26. Business Transformation Example 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 26 Source: Accenture
  • 27. Business Model Evolution 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 27 Source: Accenture
  • 28. Take-Aways Huge Opportunities • Everything is data… Every business is becoming an information business • Lots of activity in progress, even more ahead… With usual pains and failures of new technology cycles • With lots of business value to come… Until the next technology cycle For further inquiries, please contact: Vincent Lefebvre, vclefebvre@gmail.com – vclefebvre.workfolio.com 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 28
  • 29. Ancillary Charts 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 29
  • 30. Primary Information Sources [1] “Imagineering and Internet of Anything”, IEEE Computer, Jun 2014 [2] “Internet of Things, Making SENSE of the next mega-trend”, Goldman Sachs, Jun 2014 [3] “Introducing Azure Stream Analytics”, Microsoft, 2014 [4] “The IoT, an update”, Silicon Valley Bank, Apr 2014 [5] “IoT 2014” report, Copperberg Research, [6] “Google wants to advance the IoT, offer grants…”, Paul Sawers, venturebeat.com, Dec 2014 [7] “IoT, Demystifying the ecosystem – An investment thesis”, Yashwanth Hemaraj [8] “ABCs of IoT Consortiums”, Ian Skerrett, Eclipse.org, Dec 2014 [9] “Internet of Things, an industry influence study”, Appinions, Jul 2014 [10] “Android powered IoT”, Alexandru Iovanovici, Politechnica university of Timisoara [11] “Security in the Internet of Things”, Victor Ake, Forgerock, Nov 2014 [12] “The unbearable lightness of M2M forecasting”, Mac Jadoul, ALU, Dec 2014 [13] “Growth of the IoT”, www.theconnectivist.com/2014/05/infographic-the-growth-of-the-internet-of-things, May 2014 [14] “Developing Solutions for the IoT” , Intel, 2014 – intel.com/iot [15] “Industrial Internet of Things, Driving unconventional growth”, Accenture, Jan 2015 [16] GE Software 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 30
  • 31. IoT Growth 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 31
  • 32. IoT Growth 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 32 Source: Intel
  • 33. IoT in Retail 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 33 Source: Bosch Source: Estimote
  • 34. Industrial Internet 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 34 Source: Bosch A European view of the Industrial IoT markets…
  • 35. Smart City 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 35 Source: Cisco Upcoming rain -> • Schedules adjusted • Traffic flow optimized • Road slickness mitigation • Street lighting adjusted…
  • 36. Infrastructure • Cities • Traffic • Lighting • Parking • Waste mgt… • Smart Grid • Meters • EV charging… • Environment • Water quality • Pollution… 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 36 Source: Libelium
  • 37. Transportation and Smart Cities Compound Application Example 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 37
  • 38. GE Examples 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 38 Source: GE Software Some examples of how the powerful combination of big machines and big data can have real world positive influences include: • Power FlexEfficiency: Uses data sensors and data science to produce up to 10% greater turbine power output • Wind PowerUp: Produces up to 5% additional power for wind farms • Flight Efficiency Services: Results in reductions of up to 1,600 lbs CO2 emission per flight and gains of up to 2% fuel efficiency using flight and operational data • Rail Trip Optimizer: Produces up to 10% emissions reduction and up to 10% energy savings with a sophisticated optimization solution for rail • Water & Process Technologies InSight™: Enables industrial companies to reuse municipal wastewater instead of fresh water to meet the demand for cooling
  • 39. The Power of One Percent 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 39
  • 40. IoT Reference Model 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 40 Source: Cisco Systems, IoT World Forum
  • 41. IoT Service Layers 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 41 Source: Intel
  • 42. Unlicensed Wireless Spectrum 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 42
  • 43. Application Protocols 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 43 Source: Electronic Design, RTI, IoT Developers Conf. 2014
  • 44. 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 44 IoT Analytics Pipeline Example Source: InfoWorld
  • 45. 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 45
  • 46. Market Map: Enabling Devices 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 46 Source: Mooreland Partners
  • 47. Value Creation from Interactions 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 47 Source: Harbor Research
  • 48. Final Thought 9/23/2015 Introduction to the Internet of Things -- Vincent Lefebvre 48 Source: Alcatel-Lucent