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The Data-Driven World of IoT
RIPE NCC - Levant Regional Meeting
April 25th, 2016
Marc Nader
@mourcous
Agenda
The business background
The IOT Ecosystem
The sensor data aggregation challenge
The IOT Data flow
Will not cover:
IOT Security
Smart Device's IOT
© 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
A game for big players
© 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 4
The IOT Paradigm
How do we get there?
HOW?
© 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
IOT Data flow
Mapping the business case: waste management
5
© 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 6
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
© 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
IOT Data flow
Within the Site
7
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)
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
© 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
IOT Data flow
Radio Access Network: Transmitting the M2M chatter
8
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
LoRaWAN
LTE-M, NB-LTE & 5G
Wifi + 3/4G
Zigbee + 3/4 G
Capture Code Transmit Transport
Sensors IoT nodes IoT Gateways IP Network
© 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 9
Sigfox
Privately owned, French.
Ultra narrow band 868Mhz - 100Hz
140 messages per unit per day. 1 every 10 minutes
12 bytes per message
15 km
High battery life
Limited bandwidth applications
City wide deployments, short message
communications
Shipping and very active
Technology Applications
© 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 10
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.
City wide deployments with 2 way
communications.
Technology Applications
© 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 11
Narrow Band IOT - NB-IOT
3GPP, Huawei (Neul acquisition)
LTE-M - 1.4Mhz (1Mbps/1Mbps)
NB LTE-M - 200khz (200kbps/144kbps)
One LTE cell can handle 100k 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)
3GPP Rel. 13 - Q1 2016
Coming with LTE Advanced (4.5G)
Mobile operators become IoT operators.
Technology Applications
© 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 12
WiFi/Zigbee + 3G/4G
Local Aggregation of IOT nodes is done through:
Wifi
Zigbee / 802.15.4
Uplink from the site is done through 3g/4g
Need external power source
Higher throughput
High throughput, sending voice/video
Real Time or near-RT
Technology Applications
© 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
IOT Data flow
Transmitting the M2M chatter
13
Capture Code Transmit Transport
Technology
decision factor
Sensors IoT nodes IoT Gateways IP Network
© 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 14
Hardware platforms summary
© 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 15
Evolutions of Apps
Making Sense of Data
© 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 16
IoT Applications
The three layered approach
© 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
IOT Data flow
Gathering, structuring and processing the data
17
Input from IOT Gateways (MQTT)
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
Top courses on coursera about data science and machine
learning.
Sensors IoT nodes IoT Gateways IP Network
© 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 18
The IoT Services Framework
Connectivity Management
Device Management
Data Management
S
E
C
U
R
I
T
Y
Application
Enterprise
Integration
Cloud 2 Cloud
© 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
Fog Computing
Eliminating the unnecessary chatter on the radio
19
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.
© 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
Mist Computing
Eliminating the unnecessary chatter on the radio
20
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
© 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
Back to our IoT application
It's all about the business case
21
-40%
Savings
© 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 22
IOT
Finally
IOT
Information
Technology
Operation
Technology
Business
Outcome
● Operation technology & Low Current
● Radio Access
● Networking
● Data Integration, software
● Data science
System Integration
Thank you!
Marc Nader
mnader@dcgroup.com
@mourcous

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Decoding the IoT Ecosystem

  • 1. The Data-Driven World of IoT RIPE NCC - Levant Regional Meeting April 25th, 2016 Marc Nader @mourcous
  • 2. Agenda The business background The IOT Ecosystem The sensor data aggregation challenge The IOT Data flow Will not cover: IOT Security Smart Device's IOT
  • 3. © 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 A game for big players
  • 4. © 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 4 The IOT Paradigm How do we get there? HOW?
  • 5. © 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 IOT Data flow Mapping the business case: waste management 5
  • 6. © 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 6 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
  • 7. © 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 IOT Data flow Within the Site 7 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) 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
  • 8. © 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 IOT Data flow Radio Access Network: Transmitting the M2M chatter 8 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 LoRaWAN LTE-M, NB-LTE & 5G Wifi + 3/4G Zigbee + 3/4 G Capture Code Transmit Transport Sensors IoT nodes IoT Gateways IP Network
  • 9. © 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 9 Sigfox Privately owned, French. Ultra narrow band 868Mhz - 100Hz 140 messages per unit per day. 1 every 10 minutes 12 bytes per message 15 km High battery life Limited bandwidth applications City wide deployments, short message communications Shipping and very active Technology Applications
  • 10. © 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 10 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. City wide deployments with 2 way communications. Technology Applications
  • 11. © 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 11 Narrow Band IOT - NB-IOT 3GPP, Huawei (Neul acquisition) LTE-M - 1.4Mhz (1Mbps/1Mbps) NB LTE-M - 200khz (200kbps/144kbps) One LTE cell can handle 100k 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) 3GPP Rel. 13 - Q1 2016 Coming with LTE Advanced (4.5G) Mobile operators become IoT operators. Technology Applications
  • 12. © 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 12 WiFi/Zigbee + 3G/4G Local Aggregation of IOT nodes is done through: Wifi Zigbee / 802.15.4 Uplink from the site is done through 3g/4g Need external power source Higher throughput High throughput, sending voice/video Real Time or near-RT Technology Applications
  • 13. © 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 IOT Data flow Transmitting the M2M chatter 13 Capture Code Transmit Transport Technology decision factor Sensors IoT nodes IoT Gateways IP Network
  • 14. © 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 14 Hardware platforms summary
  • 15. © 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 15 Evolutions of Apps Making Sense of Data
  • 16. © 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 16 IoT Applications The three layered approach
  • 17. © 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 IOT Data flow Gathering, structuring and processing the data 17 Input from IOT Gateways (MQTT) 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 Top courses on coursera about data science and machine learning. Sensors IoT nodes IoT Gateways IP Network
  • 18. © 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 18 The IoT Services Framework Connectivity Management Device Management Data Management S E C U R I T Y Application Enterprise Integration Cloud 2 Cloud
  • 19. © 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 Fog Computing Eliminating the unnecessary chatter on the radio 19 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.
  • 20. © 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 Mist Computing Eliminating the unnecessary chatter on the radio 20 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
  • 21. © 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 Back to our IoT application It's all about the business case 21 -40% Savings
  • 22. © 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 22 IOT Finally IOT Information Technology Operation Technology Business Outcome ● Operation technology & Low Current ● Radio Access ● Networking ● Data Integration, software ● Data science System Integration