Más contenido relacionado La actualidad más candente (20) Similar a IOT Networks (20) IOT Networks3. © Copyright 2016 DATACONSULT All rights reserved. No part of this presentation in all its property may be used or reproduced in any form without a written permission 3
The Next Area of Growth
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Branches of IoT
IoT
Consumer IoT
(Wearables, Cars, Smart
homes, etc.)
Industrial IoT
(IIoT)
Smart
Gateways
Wireless
Sensor
Networks
Mesh
(Zigbee,D
ust, Wifi)
LPWAN
(LoRa,
NB-IOT,
Sigfox)
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Value Creation
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The IOT Paradigm
How do we get there?
HOW?
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The IOT Paradigm
How do we get there?
HOW?
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The IOT Paradigm
How do we get there?
HOW?
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IOT Data Flow
Mapping the business case: waste management
7
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IOT Data Flow
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IOT Data Flow
Site
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IOT Data Flow
Capture
Site
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IOT Data Flow
Capture
Site
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IOT Data Flow
Capture Code
Site
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IOT Data Flow
Capture Code
Site
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IOT Data Flow
Capture Code
Site Network
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IOT Data Flow
Capture Code
Transmit
RAN
Site Network
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IOT Data Flow
Capture Code
Transmit
RAN
Site Network
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IOT Data Flow
Capture Code
Transmit
RAN
Transport
IP, MPLS,
etc.
Site Network
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IOT Data Flow
Capture Code
Transmit
RAN
Transport
IP, MPLS,
etc.
Site Network
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IOT Data Flow
Capture Code
Transmit
RAN
Transport
IP, MPLS,
etc.
Site Network Data Center/Cloud
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IOT Data Flow
Capture Code
Transmit
RAN
Transport
IP, MPLS,
etc.
Store
Site Network Data Center/Cloud
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IOT Data Flow
Capture Code
Transmit
RAN
Transport
IP, MPLS,
etc.
Store Analyze
Site Network Data Center/Cloud
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IOT Data Flow
Capture Code
Transmit
RAN
Transport
IP, MPLS,
etc.
Store Analyze Action
Site Network Data Center/Cloud
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IOT Data Flow
Capture Code
Transmit
RAN
Transport
IP, MPLS,
etc.
Store Analyze Action
Site Network Data Center/Cloud
Big Data /
Analytics /
Application builders
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IOT Data Flow
Capture Code
Transmit
RAN
Transport
IP, MPLS,
etc.
Store Analyze Action
Site Network Data Center/Cloud
Big Data /
Analytics /
Application builders
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IOT Data Flow
Capture Code
Transmit
RAN
Transport
IP, MPLS,
etc.
Store Analyze Action
Site Network Data Center/Cloud
Big Data /
Analytics /
Application builders
IoT Enabler
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IOT Data Flow
Within the Site
9
Part of Operation Technology (OT);
Sensors with analog (0-10V) or digital electrical outputs;
Powered by the IOT node or through an external source;
The IOT node transforms the electrical signal into data packets;
Message Queuing Telemetry Transport (MQTT),
Constrained Application Protocol (CoAP)
Rugged design;
Or Sensors can take form of any IP based protocol.
Capture Code
IoT nodes connect one or multiple
sensors and translate an analog
signal into packets.
Sensors IoT nodes
Transmit
RAN
Transport
IP, MPLS,
etc.
Store Analyze Action
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Low Power Wide Area (LPWAN)
Powerusage
Range >10km<10m
WiFi
Bluetooth
BTLE
ZigBee
Z-Wave Dust
NFC
Satellite
Cellular
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Low Power Wide Area (LPWAN)
Powerusage
Range >10km<10m
WiFi
Bluetooth
BTLE
ZigBee
Z-Wave Dust
NFC
Satellite
Cellular
LPWAN
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IOT Data Flow
Radio Access Network: Transmitting the M2M chatter
11
Collecting data from on a massive scale while preserving the sensor battery life is a challenge;
Ferocious competition for the Low Power Wide Area (LPWA) technology dominance;
The "LPWAR": lets look at the market alternatives in this area:
Sigfox: Global IoT Operator.
LoRa: Enable operators and enterprises to create IoT networks
3GPP: NB-IOT, LTE-M, NB-LTE & 5G: Natural evolution of mobile operators.
Fixed & Short range
Wifi + 3/4G/Fixed
Zigbee + 3/4G/Fixed
Capture Code Transmit Transport
Sensors IoT nodes IoT Gateways IP Network
Store Analyze Action
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Sigfox
Privately owned, French.
Ultra narrow band 868Mhz - 100Hz (BPSK)
140 messages per unit per day. 1 every 10 minutes.
12 bytes per message
15 km, bi-directional.
High battery life (Up to 20 years)
Limited bandwidth applications
City wide deployments, short message
communications
Shipping and very active
Network as a service model.
Cloud based.
Technology Applications
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LoRa
LoRa Alliance, backed by Cisco, IBM,...
Star of Stars topology, Encrypted protocol
Wideband CDMA: 868Mhz - <500kHz
0.3kbps - 50kbps
15 km
High battery life
3 Classes:
A: similar to Sigfox. Receiver Initiated
Transmission Strategy (RIT)
B: scheduled downlink slot, intermittent device
sleep.
C: always on. Mains Powered.
Just getting started.
Open ecosystem.
But one radio manufacturer: Semtech.
City wide deployments with 2 way
communications.
Open for operators and private companies.
Technology Applications
100+ Members
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LoRaWAN Architecture
Message Signing
Payload encryption
AES128
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Narrow Band IOT - NB - IOT
3GPP, Huawei (Neul acquisition)
LTE-M - 1.4Mhz (1Mbps/1Mbps)
NB LTE-M - 200khz (200kbps/170kbps)
One LTE cell can handle 150k LTE-M devices
10 years battery life (200 bytes daily update)
Low cost terminal
Leverage the LTE network with a software upgrade.
LTE-M +15dB link budget (x7 coverage)
NB LTE-M +20dB link budget (x10 coverage)
Licensed spectrum
3GPP Rel. 13
NB-IOT Coming with LTE-A Pro (4.5G)
Mobile operators become IoT operators with
a software upgrade..
Technology Applications
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Fixed & Short Range IoT Connections
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Fixed or Short Range Wireless
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WiFi / Zigbee / Dust + 3G/4G
Local Aggregation of IOT nodes is done through:
Wifi
Zigbee / 802.15.4 / Dust / Z-Wave
Site aggregation is done through 3G/4G or fixed
Need external power source for the aggregation
Higher throughput
High throughput, sending voice/video
Real Time or near-RT
In home, in plant, on campus.
Technology Applications
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IOT Data Flow
Transmitting the M2M chatter
19
Capture Code Transmit Transport
Technology
decision factor
Sensors IoT nodes IoT Gateways IP Network
Store Analyze Action
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Evolutions of Apps
Making Sense of Data
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IoT Applications
The three layered approach
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IOT Data Flow
Gathering, structuring and processing the data
22
Input from IOT Gateways (MQTT)
Input from IOT Network Server (kafka)
Any other input
Data modeling and data set definitions
Machine Learning, Analytics
Data Science for IOT: making sense of
massive data and give the machines the
ability to take intelligent decisions.
Capture Code Transmit Transport Store Analyze Action
Sensors IoT nodes IoT Gateways IP Network
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The Challenge of Data in Motion
Data at Rest Data in MotionVS
Capture Analyse Action
t1 t2
Capture
Analyse
Action
rt, nrt
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The Challenge of Data in Motion
Data at Rest Data in MotionVS
Capture Analyse Action
t1 t2
Capture
Analyse
Action
rt, nrt
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The Challenge of Data in Motion
Data at Rest Data in MotionVS
Capture Analyse Action
t1 t2
Capture
Analyse
Action
rt, nrt
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The Challenge of Data in Motion
Data at Rest Data in MotionVS
Capture Analyse Action
t1 t2
Capture
Analyse
Action
rt, nrt
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Hardware/Software Platform Summary
Long Range
Short Range
IoT Gateway
Node & Sensor
Node +
Sensors
Cellular
Fixed IoT Network
Platform
Application #1
Application #2
Application #3
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The IoT Services Framework
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The IoT Services Framework
Connectivity Management
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The IoT Services Framework
Connectivity Management
Device Management
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The IoT Services Framework
Connectivity Management
Device Management
Data Management
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The IoT Services Framework
Connectivity Management
Device Management
Data Management
S
E
C
U
R
I
T
Y
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The IoT Services Framework
Connectivity Management
Device Management
Data Management
S
E
C
U
R
I
T
Y
Application
Enterprise
Integration
Cloud 2 Cloud
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Fog Computing
Eliminating the unnecessary chatter on the radio
26
Capture Code Transmit Transport Store Analyze Action
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Fog Computing
Eliminating the unnecessary chatter on the radio
26
Capture Code Transmit Transport Store Analyze Action
Cloud Computing
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Fog Computing
Eliminating the unnecessary chatter on the radio
26
Capture Code Transmit Transport Store Analyze Action
Cloud Computing
Bringing some intelligence
closer to the edge.
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Fog Computing
Eliminating the unnecessary chatter on the radio
26
Capture Code Transmit Transport Store Analyze Action
Fog
Computing
Cloud Computing
Preprocessing of data
from sensors saves on
transmissions costs.
Bringing some intelligence
closer to the edge.
Computing on the
IOT gateway
(managing
different nodes)
" Decreased network chatter and cloud storage.
" Linux IoT nodes, complex computing done local.
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Mist Computing
Eliminating the unnecessary chatter on the radio
27
Capture Code Transmit Transport Store Analyze Action
Fog
Cloud Computing
Bringing some intelligence
closer to the edge.
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Mist Computing
Eliminating the unnecessary chatter on the radio
27
Capture Code Transmit Transport Store Analyze Action
Fog
Cloud Computing
Bringing some intelligence
closer to the edge.
Mist
Computing
Computing on the
IOT node
(sensor or
actuator)
" Decreased latency
" More autonomy
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A Step In the Right Direction
Interoperability efforts
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Remember Stuxnet
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The Security Paradigm
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The Security Paradigm
IOT Gateways
(Linux, cheap chips)
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The Security Paradigm
IOT Gateways
(Linux, cheap chips)
How about
security?
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The Security Paradigm
IOT Gateways
(Linux, cheap chips)
How about
security?
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The End of The Fortress Approach
Once the hacker is in, Game Over!
Intelligence is distributed and networks are
intertwined.
The Goal is not to keep out only.
Detect, Isolate, Heal
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Proposed IOT Security Framework
Per device:
Authentication: endpoints should be fingerprinted.
Authorization: establishing the cross platform trust
relationships.
Network Enforced Policy: all elements that route
and transport endpoint traffic securely over the
infrastructure.
Analytics: Data, generated by the IoT devices, is only
valuable if the right analytics algorithms or other
security intelligence processes are defined to
identify the threat.
Cisco Securing the Internet of Things: A proposed
Frameworks.
Google BeyondCorp
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Back to our IoT application
It's all about the business case
33
-40%
Savings
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IOT
Finally
IOT
Information
Technology
Operation
Technology
Business
Outcome
" Operation technology & Low Current
" Radio Access
" Networking
" Data Integration, software
" Data science
System Integration
Notas del editor Exploiting four zero-day flaws,[4] Stuxnet functions by targeting machines using the Microsoft Windows operating system and networks, then seeking out Siemens Step7 software. Stuxnet reportedly compromised Iranian PLCs, collecting information on industrial systems and causing the fast-spinning centrifuges to tear themselves apart.[5]