SlideShare a Scribd company logo
1 of 28
Download to read offline
10/24/2018
1
INTERNET OF
THINGS
Thomas Watteyne
Research Scientist & Innovator, Inria
Sr Network Designer, Analog Devices, USA
Co-lead, OpenWSN
Co-chair, IETF 6TiSCH
Technical Advisor, Wattson Elements
10/24/2018
2
INTERNET OF
THINGS
Thomas Watteyne
Research Scientist & Innovator, Inria
Sr Network Designer, Analog Devices, USA
Co-lead, OpenWSN
Co-chair, IETF 6TiSCH
Technical Advisor, Wattson Elements
1. IoT is a reality today
2. turn-key solution built in
partnership with the market leaders
3. Inria can help you integration this
technology into your solutions
10/24/2018
1
Centers
Local offices
Saclay
Île-de-France
Rennes
Bretagne Atlantique
Bordeaux
Sud-Ouest
Lille
Nord Europe
Paris
Nancy
Grand Est
Grenoble
Rhône-Alpes
Sophia Antipolis
Méditerranée
Nantes
Pau
Montpellier
Lyon
Strasbourg
1600
scientists
headcount 2400
800
supports
TECHNOLOGY
TRANSFER AND
SKILLS
Joint laboratories
(joint labs, innovation labs, labcoms)
R&D partnerships
(collaborative projects )
By providing structural assistance (IT-Translation)
By facilitating funding aids
By working in partnership and network (regional incubators)
150start-ups created
75% of which are in
operation or acquired
Inria coordinates and develops links
between public research and start-
ups within French Tech Central
Technology transfer
(software or patent)
Transfer of expertise/know-how
(expertise, mobility)
CREATION
OF START-UPS
1
1 - 1
team.inria.fr/eva
2
A wireless Mote
sensors
• pressure
• temperature
• flow
• level
• humidity
• current
• ...
actuators
• light
• valves
• buzzers
• diagnostics
• locks
• …
@thomaswatteyne
A Low-Power Wireless Mesh Network
sensor data
actuator commands
@thomaswatteyne
3
Time Synchronized Channel Hopping
16channeloffsets
e.g. 33 time slots
A
BC
DE
F
G
H
I
J
• Devices are synchronized
• A communication schedule orchestrates all communication
• Time synchronization: ultra low power operation
• Channel Hopping: ultra high reliability
5
@thomaswatteyne
Full-Circle Approach design &
study
MVP
standardizedeploy
Time
Synchronized
Channel
Hopping
4
SmartMesh IP, the Market Leader
@thomaswatteyne
SmartMesh IP, the Market Leader
@thomaswatteyne
<15us synchronization error
across entire network
<50uA average power
consumption, even for
routers!
• >99.999% end-to-end reliability
• <50uA average current draw (over a decade of battery lifetime!)
• <15us synchronization accuracy across the network
• NIST-certified security
• Over-The-Air reprogramming
• High bidirectional throughput, 40 90-byte packets/s/AP
• >76,000 networks deployed today
5
SmartMesh IP, the Market Leader
@thomaswatteyne
https://hal.inria.fr/hal-01874919
 up to 1300 m perfectly usable range!
- 10
6
example application
- 12
example application
7
- 15
example application
- 16
SolSystem: a turnkey sensor-to-cloud solution
8
- 17
www.solsystem.io
* https://github.com/realms-team
gather store and analyze
turnkey sensor-to-cloud solution
visualizer
Integrate sensors
(hardware/firmware)
ready and running
open-source BSD*
back-end integration
(software)
IoT @ ENSTA 2015 - Watteyne, Lampin, Barthel - 18
www.savethepeaches.com
Frost Prediction
9
- 19
Predicting Frost Events
before
after
2013
85% peach production loss ∙ 10,000 jobs ∙ 100M USD
www.savethepeaches.com
@thomaswatteyne
- 20
www.savethepeaches.com
10
- 21
Deployment
www.savethepeaches.com
- 22
Deployment
www.savethepeaches.com
11
- 23
www.savethepeaches.com
IoT @ ENSTA 2015 - Watteyne, Lampin, Barthel - 25
Environmental
www.snowhow.io
turn down your
phone’s volume
12
www.snowhow.io
@thomaswatteyne
- 27
Feather River Basin Deployments
Buck’s Lake Grizzly Ridge Kettle Rock
... plus 18 other sites on the American River Basin. 945 sensors total
www.snowhow.io
@thomaswatteyne
13
www.snowhow.io
14
(turn down your phone’s volume)
IoT @ ENSTA 2015 - Watteyne, Lampin, Barthel - 35
Smart City
15
www.smartmarina.org
@thomaswatteyne - 37
www.smartmarina.org
16
@thomaswatteyne - 38
www.smartmarina.org
- 39
www.smartmarina.org
17
Is this Research?
- 42 - 42
[in the last year]
Journal articles
1. Using SmartMesh IP in Smart Agriculture and Smart Building Applications.
Brun-Laguna, Diedrichs, Dujovne, Taffernaberry, Leone, Vilajosana,
Watteyne. Elsevier Computer Communications Journal, 2018.
2. Real-time Alpine Measurement System Using Wireless Sensor Networks.
Malek, Avanzi, Brun-Laguna, Maurer, Oroza, Hartsough, Watteyne, Glaser.
MDPI Sensors, 2017.
3. A Machine-Learning Based Connectivity Model for Complex Terrain Large-
Scale Low-Power Wireless Deployments. Oroza, Zhang, Watteyne, Glaser.
IEEE Transactions on Cognitive Communications and Networking,
2017.
4. MABO-TSCH: Multi-hop And Blacklist-based Optimized Time
Synchronized Channel Hopping. Gomes, Watteyne, Krishnamachari. Wiley
Transactions on Emerging Telecommunications (ETT), 2017.
5. Awa: Using Water Distribution Systems to Transmit Data. Joseph,
Watteyne, Kerkez. Wiley Transactions on Emerging
Telecommunications Technologies (ETT), 2017.
6. CCR: Cost-Aware Cell Relocation in 6TiSCH Networks. Chang, Watteyne,
Vilajosana, Wang. Wiley Transactions on Emerging
Telecommunications Technologies (ETT), 2017.
7. Teaching Communication Technologies and Standards for the Industrial
IoT? Use 6TiSCH! Watteyne, Tuset-Peiro, Vilajosana, Pollin,
Krishnamachari. IEEE Communications Magazine, 2017.
8. Understanding the Limits of LoRaWAN. Adelantado, Vilajosana, Tuset-
Peiro, Martinez, Melia-Segui, Watteyne. IEEE Communications
Magazine, 2017.
Letter
1. On the Suitability of 6TiSCH for Wireless Seismic Data Streaming.
Vilajosana, Martinez, Vilajosana, Watteyne. Wiley Internet Technology
Letters, 2018.
Standardization
1. 6top Protocol (6P). Wang, Vilajosana, Watteyne. IETF 6TiSCH.
2. Minimal 6TiSCH Configuration. Vilajosana, Pister, Watteyne. IETF
6TiSCH.
3. Minimal Security Framework for 6TiSCH. Vucinic, Simon, Pister,
Richardson. IETF 6TiSCH.
4. 6TiSCH Minimal Scheduling Function (MSF). Chang, Vucinic,
Vilajosana, Duquennoy, Dujovne. IETF 6TiSCH.
5. 6TiSCH Example Frames. Munoz, Barthel. IETF 6TiSCH.
6. Problem Statement for Generalizing 6TiSCH to Multiple PHYs. Munoz,
Vilajosana, Chang. IETF 6TSCH.
7. LLN Minimal Fragment Forwarding. Watteyne, Bormann, Thubert.
IETF 6lo.
Conference papers
1. Why Channel Hopping Makes Sense, even with IEEE802.15.4 OFDM
at 2.4 GHz. Muñoz, Muhlethaler, Vilajosana, Watteyne. GIoTS, 2018.
2. SODA: 6TiSCH Open Data Action. Vucinic, Pejanovic-Djurisic,
Watteyne. CPSBench, 2018.
3. IoTBench: Towards a Benchmark for Low-power Wireless Networking.
Boano et. al. CPSBench, 2018.
4. Overview of IEEE802.15.4g OFDM and its Applicability to Smart
Building Applications. Munoz, Riou, Vilajosana, Muhlethaler, Watteyne.
IEEE WD, 2018.
5. Implementation and Characterization of a Multi-hop 6TiSCH Network
for Experimental Feedback Control of an Inverted Pendulum. Schindler,
Watteyne, Vilajosana, Pister. IEEE WiOpt, 2017.
6. Leapfrog Collaboration: Toward Deterministic and Predictable in
Industrial-IoT Applications. Papadopoulos, Matsui, Thubert, Texier,
Watteyne, Montavont. IEEE ICC, 2017.
7. Scheduling Function Zero on a 6TiSCH Network. Chang, Watteyne,
Wang, Vilajosana. ACM EWSN, 2017.
8. Controlled Replication for Higher Reliability and Predictability in
Industrial IoT Networks. Jiang et. al. ACM EWSN, 2017.
9. 4th Industrial Revolution: Toward Deterministic Wireless Industrial
Networks. Matsui, Papadopoulos, Thubert, Watteyne, Montavont. ACM
EWSN, 2017.
@thomaswatteyne
18
Technology agilityWireless Control Loops Smart Dust
- 43
Pushing the boundaries even further
From Industrial Process Monitoring…
…to Industrial Process Control.
19
2×2×2 mm3 “Smart Dust”
in collaboration with:
- 45@thomaswatteyne
@thomaswatteyne
Collaborating with Inria
Partner brings novel use cases
• In particular: industrial, building or campus-sized networks
• In practice: 6-24 months collaboration
• Understand requirements
• Build an end-to-end solution together (MVP)
• Pilot deployments
• win-win:
• for us: benchmarking of 6TiSCH/SmartMesh
• for you: validation of technology, faster go-to-market
Partners who bring needs for technological innovation
• In particular: around low-power, dependable, secure
• Examples:
• real-time indoor localization
• 9 9’s sub-ms latency
• In practice: 1-2 years postdoc/eng
• PoC
• win-win:
• for us: exploring limits of 6TiSCH
• for you: go/no-go decision
applicability
limits
20
Thomas Watteyne
- 47
Thomas Watteyne (http://www.thomaswatteyne.com/,
@thomaswatteyne) is an insatiable enthusiast of low-power
wireless mesh technologies. He holds and advanced research
position at Inria in Paris, in the EVA research team, where he
designs, models and builds networking solutions based on a
variety of Internet-of-Things (IoT) standards. He is Senior
Networking Design Engineer at Analog Devices, in the Dust
Networks product group, the undisputed leader in supplying low
power wireless mesh networks for demanding industrial process
automation applications. Since 2013, he co-chairs the IETF
6TiSCH working group, which standardizes how to use
IEEE802.15.4e TSCH in IPv6-enabled mesh networks, and is
member of the IETF Internet-of-Things Directorate. Prior to that,
Thomas was a postdoctoral research lead in Prof. Kristofer
Pister’s team at the University of California, Berkeley. He founded
and co-leads Berkeley’s OpenWSN project, an open-source
initiative to promote the use of fully standards-based protocol
stacks for the IoT. Between 2005 and 2008, he was a research
engineer at France Telecom, Orange Labs. He holds a PhD in
Computer Science (2008), an MSc in Networking (2005) and an
MEng in Telecommunications (2005) from INSA Lyon, France. He
is Senior member of IEEE. He is fluent in 4 languages.
@thomaswatteyne
10/24/2018
1
INTERNET OF
THINGS
Thomas Watteyne
Research Scientist & Innovator, Inria
Sr Network Designer, Analog Devices, USA
Co-lead, OpenWSN
Co-chair, IETF 6TiSCH
Technical Advisor, Wattson Elements
@thomaswatteyne
@twatteyne
www.thomaswatteyne.com
Hands-on session coming up!
1. Deploying a network at Station F
2. Interacting with the manager
3. Discussing sensor and back-end
integration
10/24/2018
1
INTERNET OF
THINGS
Thomas Watteyne
Research Scientist & Innovator, Inria
Sr Network Designer, Analog Devices, USA
Co-lead, OpenWSN
Co-chair, IETF 6TiSCH
Technical Advisor, Wattson Elements
1. Deploying a network at Station F
2. Interacting with the manager
3. Discussing sensor and back-end
integration
1
SmartMesh IP - Resources
@thomaswatteyne
► SmartMesh Overview:
 SmartMesh Brochure
► White Papers:
 Wireless Sensor Networking for Industrial IoT
 Security & Reliability are Key for Industrial IoT
► Videos
 Reliable Wireless Sensor Network Streamlines Manufacturing
Operations
 VManager – A Solution for Building a Wireless Sensor Network with
Thousands of Nodes
► Network Planning
 Power & Performance Estimator
1
DustCloud Developer Community
http://www.dustcloud.org
https://github.com/dustcloud
References
Embedded Manager
API Guide
CLI Guide
SmartMesh IP Mote Serial API Guide
SmartMesh IP Mote CLI Guide
SmartMesh home page
http://www.analog.com/en/applications/technology/smartmesh-
pavilion-home.html
Key Technical Documents
SmartMesh IP User Guide (Network Description)
LTC5800-IPM Product Webpage
DC9021B SmartMesh IP Starter Kit
Deploy wireless mesh network in minutes
Built-in network performance statistics
Video: Introducing the DC9021B
SmartMesh IP Starter Kit
dustsupport@analog.com
DC9021B SmartMesh IP Starter Kit
@thomaswatteyne
2
2
Hands-On Guide
@thomaswatteyne
3
Step 1: LEDs
► Power your manager by plugging it
into your computer
► Start motes, see LED pattern:
 1 blinking green LED: mote is searching
a network
 1 steady green LED: mote is doing a
security handshake with the manager
 2 steady green LEDs: mote is
operational
Step 2: CLI
Plug in manager into computer
Connect TeraTerm (or equivalent) to third
serial port
Commands:
“login user”, needed to get autorization
“sm” to show the list of motes
start motes to see the motes join
“show stat” to get network-wide statistics
Step 3: SmartMesh SDK
Download from
https://github.com/dustcloud/smartmeshsdk
“ApiExplorer” application
Connect to manager’s Serial API port
Call “getNetworkInfo”, “getNetworkConfig”
“TempMonitor” application
see temperature data being received
get/set rate
Toggle LED
“SeeTheMesh” application
“PublishToWeb” application
See your data at
http://clouddata.dustcloud.org
Additional Features
@thomaswatteyne
4
► join duty cycle
 Find the tradeoff between join time and average join current that works for your application
► Range testing using “radiotest” mode
 Have two mote continuously exchange data, over multiple frequencies, and measure their communication
range
 On the transmit side: radiotest tx pk 0x8421 8 255 0 20 800
 On the receive side: radiotest rx 0x8000 1 255
► Using different netids
 Configure different nodes to join different networks in the same radio space by assigning to each network a
different “netid”
► “search” command
 Before joining, have a mote “look around” at what networks are available, then decide which one to join
► ACLs
 Ensure mutual authentication between motes and a managers by managing the manager’s Access Control
List and the mote’s join key
3
DustCloud.org
@thomaswatteyne
5
Integration your application on the Mote side
@thomaswatteyne
6
► Default firmware:
 “Master” mode
 Mote automatically joins the network
 Sends temperature data every 30 s by default
 You can control GPIO, ADC and temperature over
the network
 “Slave” mode
 Mote listen on Serial API UART for commands
 External micro drives the mote, e.g. using the C
Library or the Python SmartMesh SDK
► Your own firmware
 On-Chip SDK
 uC/OS-II kernel (provided)
 IAR-based environment with 22 sample applications
 32 kB flash + 8 kB RAM available to your application
“Master” mode “Slave” mode
On-Chip SDK

More Related Content

What's hot

Cloud Security for Life Science R&D
Cloud Security for Life Science R&DCloud Security for Life Science R&D
Cloud Security for Life Science R&DChris Dagdigian
 
2015 CDC Workshop on ScienceDMZ
2015 CDC Workshop on ScienceDMZ2015 CDC Workshop on ScienceDMZ
2015 CDC Workshop on ScienceDMZChris Dagdigian
 
Parallel session: supporting data-intensive applications
Parallel session: supporting data-intensive applicationsParallel session: supporting data-intensive applications
Parallel session: supporting data-intensive applicationsJisc
 
Parallel session: campus networking
Parallel session: campus networkingParallel session: campus networking
Parallel session: campus networkingJisc
 
BioTeam Trends from the Trenches - NIH, April 2014
BioTeam Trends from the Trenches - NIH, April 2014BioTeam Trends from the Trenches - NIH, April 2014
BioTeam Trends from the Trenches - NIH, April 2014Ari Berman
 
2013: Trends from the Trenches
2013: Trends from the Trenches2013: Trends from the Trenches
2013: Trends from the TrenchesChris Dagdigian
 
The European CIO Conference - November 27th, 2014
The European CIO Conference - November 27th, 2014The European CIO Conference - November 27th, 2014
The European CIO Conference - November 27th, 2014Yves Caseau
 

What's hot (7)

Cloud Security for Life Science R&D
Cloud Security for Life Science R&DCloud Security for Life Science R&D
Cloud Security for Life Science R&D
 
2015 CDC Workshop on ScienceDMZ
2015 CDC Workshop on ScienceDMZ2015 CDC Workshop on ScienceDMZ
2015 CDC Workshop on ScienceDMZ
 
Parallel session: supporting data-intensive applications
Parallel session: supporting data-intensive applicationsParallel session: supporting data-intensive applications
Parallel session: supporting data-intensive applications
 
Parallel session: campus networking
Parallel session: campus networkingParallel session: campus networking
Parallel session: campus networking
 
BioTeam Trends from the Trenches - NIH, April 2014
BioTeam Trends from the Trenches - NIH, April 2014BioTeam Trends from the Trenches - NIH, April 2014
BioTeam Trends from the Trenches - NIH, April 2014
 
2013: Trends from the Trenches
2013: Trends from the Trenches2013: Trends from the Trenches
2013: Trends from the Trenches
 
The European CIO Conference - November 27th, 2014
The European CIO Conference - November 27th, 2014The European CIO Conference - November 27th, 2014
The European CIO Conference - November 27th, 2014
 

Similar to Inria Tech Talk : boostez la performance de vos objets connectés - Mercredi 24 octobre 2018

Industry4.0 IoT Vincent Thavonekham - Azure Day Ukraine
Industry4.0 IoT Vincent Thavonekham - Azure Day UkraineIndustry4.0 IoT Vincent Thavonekham - Azure Day Ukraine
Industry4.0 IoT Vincent Thavonekham - Azure Day UkraineFactoVia
 
Grid Analytics Europe 2016: "Open for Business", April 2016
Grid Analytics Europe 2016: "Open for Business", April 2016Grid Analytics Europe 2016: "Open for Business", April 2016
Grid Analytics Europe 2016: "Open for Business", April 2016OMNETRIC
 
Utilising Open Source and Communities to Drive Innovation in a Cost-Effective...
Utilising Open Source and Communities to Drive Innovation in a Cost-Effective...Utilising Open Source and Communities to Drive Innovation in a Cost-Effective...
Utilising Open Source and Communities to Drive Innovation in a Cost-Effective...Dr. Haxel Consult
 
Internet of things (IoT) and big data- r.nabati
Internet of things (IoT) and big data- r.nabatiInternet of things (IoT) and big data- r.nabati
Internet of things (IoT) and big data- r.nabatinabati
 
Supelec m2 m - iot - course 1 - update 2015 - part 1 - warming - v(0.1)
Supelec   m2 m - iot - course 1 - update 2015 - part 1 - warming - v(0.1)Supelec   m2 m - iot - course 1 - update 2015 - part 1 - warming - v(0.1)
Supelec m2 m - iot - course 1 - update 2015 - part 1 - warming - v(0.1)Thierry Lestable
 
The Environment for Innovation: Tristan Goode, Aptira
The Environment for Innovation: Tristan Goode, AptiraThe Environment for Innovation: Tristan Goode, Aptira
The Environment for Innovation: Tristan Goode, AptiraOpenStack
 
Xprize Think Tank Phoenix IoT Presentation 4/18/16
Xprize Think Tank Phoenix IoT Presentation 4/18/16Xprize Think Tank Phoenix IoT Presentation 4/18/16
Xprize Think Tank Phoenix IoT Presentation 4/18/16Mark Goldstein
 
Presentation of the Big Data Europe project at the EIP Water Conference 2016 ...
Presentation of the Big Data Europe project at the EIP Water Conference 2016 ...Presentation of the Big Data Europe project at the EIP Water Conference 2016 ...
Presentation of the Big Data Europe project at the EIP Water Conference 2016 ...Martin Kaltenböck
 
Internet of Things - Call presentations and hints from presenters
Internet of Things - Call presentations and hints from presentersInternet of Things - Call presentations and hints from presenters
Internet of Things - Call presentations and hints from presentersOpen & Agile Smart Cities
 
MIDIH TERA-Delta experment
MIDIH TERA-Delta expermentMIDIH TERA-Delta experment
MIDIH TERA-Delta expermentMIDIH_EU
 
Lightkone project : Lightweight computation for networks at the edge
Lightkone project : Lightweight computation for networks at the edgeLightkone project : Lightweight computation for networks at the edge
Lightkone project : Lightweight computation for networks at the edgeAgence du Numérique (AdN)
 
AIOTI presentation
AIOTI presentationAIOTI presentation
AIOTI presentationIoTUK
 
20170207 THe Valley_Internet of things ongoing revolution
20170207 THe Valley_Internet of things ongoing revolution20170207 THe Valley_Internet of things ongoing revolution
20170207 THe Valley_Internet of things ongoing revolutionBernardo Campillo
 
IoT Convention Europe - Mechelen June 15th 2017
IoT Convention Europe - Mechelen June 15th 2017IoT Convention Europe - Mechelen June 15th 2017
IoT Convention Europe - Mechelen June 15th 2017AllBits BVBA (freelancer)
 
Architecture for a Extended/Virtual Enterprise
Architecture for a Extended/Virtual EnterpriseArchitecture for a Extended/Virtual Enterprise
Architecture for a Extended/Virtual Enterprisephermar
 

Similar to Inria Tech Talk : boostez la performance de vos objets connectés - Mercredi 24 octobre 2018 (20)

Industry4.0 IoT Vincent Thavonekham - Azure Day Ukraine
Industry4.0 IoT Vincent Thavonekham - Azure Day UkraineIndustry4.0 IoT Vincent Thavonekham - Azure Day Ukraine
Industry4.0 IoT Vincent Thavonekham - Azure Day Ukraine
 
Grid Analytics Europe 2016: "Open for Business", April 2016
Grid Analytics Europe 2016: "Open for Business", April 2016Grid Analytics Europe 2016: "Open for Business", April 2016
Grid Analytics Europe 2016: "Open for Business", April 2016
 
Utilising Open Source and Communities to Drive Innovation in a Cost-Effective...
Utilising Open Source and Communities to Drive Innovation in a Cost-Effective...Utilising Open Source and Communities to Drive Innovation in a Cost-Effective...
Utilising Open Source and Communities to Drive Innovation in a Cost-Effective...
 
Internet of things (IoT) and big data- r.nabati
Internet of things (IoT) and big data- r.nabatiInternet of things (IoT) and big data- r.nabati
Internet of things (IoT) and big data- r.nabati
 
Supelec m2 m - iot - course 1 - update 2015 - part 1 - warming - v(0.1)
Supelec   m2 m - iot - course 1 - update 2015 - part 1 - warming - v(0.1)Supelec   m2 m - iot - course 1 - update 2015 - part 1 - warming - v(0.1)
Supelec m2 m - iot - course 1 - update 2015 - part 1 - warming - v(0.1)
 
From artificial cognitive systems and open architectures to cognitive manufac...
From artificial cognitive systems and open architectures to cognitive manufac...From artificial cognitive systems and open architectures to cognitive manufac...
From artificial cognitive systems and open architectures to cognitive manufac...
 
The Environment for Innovation: Tristan Goode, Aptira
The Environment for Innovation: Tristan Goode, AptiraThe Environment for Innovation: Tristan Goode, Aptira
The Environment for Innovation: Tristan Goode, Aptira
 
Xprize Think Tank Phoenix IoT Presentation 4/18/16
Xprize Think Tank Phoenix IoT Presentation 4/18/16Xprize Think Tank Phoenix IoT Presentation 4/18/16
Xprize Think Tank Phoenix IoT Presentation 4/18/16
 
Presentation of the Big Data Europe project at the EIP Water Conference 2016 ...
Presentation of the Big Data Europe project at the EIP Water Conference 2016 ...Presentation of the Big Data Europe project at the EIP Water Conference 2016 ...
Presentation of the Big Data Europe project at the EIP Water Conference 2016 ...
 
Internet of Things - Call presentations and hints from presenters
Internet of Things - Call presentations and hints from presentersInternet of Things - Call presentations and hints from presenters
Internet of Things - Call presentations and hints from presenters
 
Intro to IoT-23Sep2015
Intro to IoT-23Sep2015Intro to IoT-23Sep2015
Intro to IoT-23Sep2015
 
Iot intro 2017
Iot intro 2017Iot intro 2017
Iot intro 2017
 
IOT Trend and Solution Development in Taiwan
IOT Trend and Solution Development in TaiwanIOT Trend and Solution Development in Taiwan
IOT Trend and Solution Development in Taiwan
 
MIDIH TERA-Delta experment
MIDIH TERA-Delta expermentMIDIH TERA-Delta experment
MIDIH TERA-Delta experment
 
Lightkone project : Lightweight computation for networks at the edge
Lightkone project : Lightweight computation for networks at the edgeLightkone project : Lightweight computation for networks at the edge
Lightkone project : Lightweight computation for networks at the edge
 
IoT-Use-Case-eBook
IoT-Use-Case-eBookIoT-Use-Case-eBook
IoT-Use-Case-eBook
 
AIOTI presentation
AIOTI presentationAIOTI presentation
AIOTI presentation
 
20170207 THe Valley_Internet of things ongoing revolution
20170207 THe Valley_Internet of things ongoing revolution20170207 THe Valley_Internet of things ongoing revolution
20170207 THe Valley_Internet of things ongoing revolution
 
IoT Convention Europe - Mechelen June 15th 2017
IoT Convention Europe - Mechelen June 15th 2017IoT Convention Europe - Mechelen June 15th 2017
IoT Convention Europe - Mechelen June 15th 2017
 
Architecture for a Extended/Virtual Enterprise
Architecture for a Extended/Virtual EnterpriseArchitecture for a Extended/Virtual Enterprise
Architecture for a Extended/Virtual Enterprise
 

More from FrenchTechCentral

La Douane pour les débutants - épisode 2 : l’origine de ma marchandise
La Douane pour les débutants - épisode 2 : l’origine de ma marchandiseLa Douane pour les débutants - épisode 2 : l’origine de ma marchandise
La Douane pour les débutants - épisode 2 : l’origine de ma marchandiseFrenchTechCentral
 
Recrutement & première embauche : découvrez les bons réflexes ! @URSSAF
Recrutement & première embauche : découvrez les bons réflexes ! @URSSAFRecrutement & première embauche : découvrez les bons réflexes ! @URSSAF
Recrutement & première embauche : découvrez les bons réflexes ! @URSSAFFrenchTechCentral
 
Comment accéder aux marchés publics en tant que startup ? Zoom économie circu...
Comment accéder aux marchés publics en tant que startup ? Zoom économie circu...Comment accéder aux marchés publics en tant que startup ? Zoom économie circu...
Comment accéder aux marchés publics en tant que startup ? Zoom économie circu...FrenchTechCentral
 
Ou et comment recruter un.e UX designer pour ma startup ? @GEN
Ou et comment recruter un.e UX designer pour ma startup ? @GENOu et comment recruter un.e UX designer pour ma startup ? @GEN
Ou et comment recruter un.e UX designer pour ma startup ? @GENFrenchTechCentral
 
La Douane pour les débutants – Épisode 1 : la nomenclature douanière de votre...
La Douane pour les débutants – Épisode 1 : la nomenclature douanière de votre...La Douane pour les débutants – Épisode 1 : la nomenclature douanière de votre...
La Douane pour les débutants – Épisode 1 : la nomenclature douanière de votre...FrenchTechCentral
 
Bluetooth, Wi-Fi, NFC… Comment les bandes libres bénéficient aux startups ?
Bluetooth, Wi-Fi, NFC… Comment les bandes libres bénéficient aux startups ? Bluetooth, Wi-Fi, NFC… Comment les bandes libres bénéficient aux startups ?
Bluetooth, Wi-Fi, NFC… Comment les bandes libres bénéficient aux startups ? FrenchTechCentral
 
Financement & AAP : quelles ressources pour les startups de la French Touch ...
 Financement & AAP : quelles ressources pour les startups de la French Touch ... Financement & AAP : quelles ressources pour les startups de la French Touch ...
Financement & AAP : quelles ressources pour les startups de la French Touch ...FrenchTechCentral
 
LEGAL DAY #3/4 - Comment aborder une levée de fonds ? @BOLD @ISAI @CCIParis
LEGAL DAY #3/4 - Comment aborder une levée de fonds ? @BOLD @ISAI @CCIParisLEGAL DAY #3/4 - Comment aborder une levée de fonds ? @BOLD @ISAI @CCIParis
LEGAL DAY #3/4 - Comment aborder une levée de fonds ? @BOLD @ISAI @CCIParisFrenchTechCentral
 
LEGAL DAY #2/4 - Première embauche & au delà @InspectionDuTravail
LEGAL DAY #2/4 - Première embauche & au delà @InspectionDuTravailLEGAL DAY #2/4 - Première embauche & au delà @InspectionDuTravail
LEGAL DAY #2/4 - Première embauche & au delà @InspectionDuTravailFrenchTechCentral
 
LEGAL DAY #1/4 - Les red flags au lancement de ma startup @INPI @BOLD
LEGAL DAY #1/4 - Les red flags au lancement de ma startup @INPI @BOLDLEGAL DAY #1/4 - Les red flags au lancement de ma startup @INPI @BOLD
LEGAL DAY #1/4 - Les red flags au lancement de ma startup @INPI @BOLDFrenchTechCentral
 
Startups : protégez vos données biométriques avec la CNIL
Startups : protégez vos données biométriques avec la CNILStartups : protégez vos données biométriques avec la CNIL
Startups : protégez vos données biométriques avec la CNILFrenchTechCentral
 
Stratégie & financement : innovez avec le partenariat tech international - Bp...
Stratégie & financement : innovez avec le partenariat tech international - Bp...Stratégie & financement : innovez avec le partenariat tech international - Bp...
Stratégie & financement : innovez avec le partenariat tech international - Bp...FrenchTechCentral
 
Podcast : panorama d'un secteur en ébullition - Radio France - Résidence Créatis
Podcast : panorama d'un secteur en ébullition - Radio France - Résidence CréatisPodcast : panorama d'un secteur en ébullition - Radio France - Résidence Créatis
Podcast : panorama d'un secteur en ébullition - Radio France - Résidence CréatisFrenchTechCentral
 
Financement pour startups early stage - Bpifrance - CCIParis
Financement pour startups early stage - Bpifrance - CCIParisFinancement pour startups early stage - Bpifrance - CCIParis
Financement pour startups early stage - Bpifrance - CCIParisFrenchTechCentral
 
Outils & financement : le 360° du recrutement startup - Pôle Emploi - Incubat...
Outils & financement : le 360° du recrutement startup - Pôle Emploi - Incubat...Outils & financement : le 360° du recrutement startup - Pôle Emploi - Incubat...
Outils & financement : le 360° du recrutement startup - Pôle Emploi - Incubat...FrenchTechCentral
 
Ftc webinar financement_20-mai-21
Ftc webinar financement_20-mai-21Ftc webinar financement_20-mai-21
Ftc webinar financement_20-mai-21FrenchTechCentral
 
Ftc webinar financement_20-mai-21
Ftc webinar financement_20-mai-21Ftc webinar financement_20-mai-21
Ftc webinar financement_20-mai-21FrenchTechCentral
 
Workshop recrutement-pole-emploi-141218
Workshop recrutement-pole-emploi-141218Workshop recrutement-pole-emploi-141218
Workshop recrutement-pole-emploi-141218FrenchTechCentral
 
Outils & financement : le 360° du recrutement startup - Pôle Emploi - Incubat...
Outils & financement : le 360° du recrutement startup - Pôle Emploi - Incubat...Outils & financement : le 360° du recrutement startup - Pôle Emploi - Incubat...
Outils & financement : le 360° du recrutement startup - Pôle Emploi - Incubat...FrenchTechCentral
 
Outils & financement : le 360° du recrutement startup - Pôle Emploi - Incubat...
Outils & financement : le 360° du recrutement startup - Pôle Emploi - Incubat...Outils & financement : le 360° du recrutement startup - Pôle Emploi - Incubat...
Outils & financement : le 360° du recrutement startup - Pôle Emploi - Incubat...FrenchTechCentral
 

More from FrenchTechCentral (20)

La Douane pour les débutants - épisode 2 : l’origine de ma marchandise
La Douane pour les débutants - épisode 2 : l’origine de ma marchandiseLa Douane pour les débutants - épisode 2 : l’origine de ma marchandise
La Douane pour les débutants - épisode 2 : l’origine de ma marchandise
 
Recrutement & première embauche : découvrez les bons réflexes ! @URSSAF
Recrutement & première embauche : découvrez les bons réflexes ! @URSSAFRecrutement & première embauche : découvrez les bons réflexes ! @URSSAF
Recrutement & première embauche : découvrez les bons réflexes ! @URSSAF
 
Comment accéder aux marchés publics en tant que startup ? Zoom économie circu...
Comment accéder aux marchés publics en tant que startup ? Zoom économie circu...Comment accéder aux marchés publics en tant que startup ? Zoom économie circu...
Comment accéder aux marchés publics en tant que startup ? Zoom économie circu...
 
Ou et comment recruter un.e UX designer pour ma startup ? @GEN
Ou et comment recruter un.e UX designer pour ma startup ? @GENOu et comment recruter un.e UX designer pour ma startup ? @GEN
Ou et comment recruter un.e UX designer pour ma startup ? @GEN
 
La Douane pour les débutants – Épisode 1 : la nomenclature douanière de votre...
La Douane pour les débutants – Épisode 1 : la nomenclature douanière de votre...La Douane pour les débutants – Épisode 1 : la nomenclature douanière de votre...
La Douane pour les débutants – Épisode 1 : la nomenclature douanière de votre...
 
Bluetooth, Wi-Fi, NFC… Comment les bandes libres bénéficient aux startups ?
Bluetooth, Wi-Fi, NFC… Comment les bandes libres bénéficient aux startups ? Bluetooth, Wi-Fi, NFC… Comment les bandes libres bénéficient aux startups ?
Bluetooth, Wi-Fi, NFC… Comment les bandes libres bénéficient aux startups ?
 
Financement & AAP : quelles ressources pour les startups de la French Touch ...
 Financement & AAP : quelles ressources pour les startups de la French Touch ... Financement & AAP : quelles ressources pour les startups de la French Touch ...
Financement & AAP : quelles ressources pour les startups de la French Touch ...
 
LEGAL DAY #3/4 - Comment aborder une levée de fonds ? @BOLD @ISAI @CCIParis
LEGAL DAY #3/4 - Comment aborder une levée de fonds ? @BOLD @ISAI @CCIParisLEGAL DAY #3/4 - Comment aborder une levée de fonds ? @BOLD @ISAI @CCIParis
LEGAL DAY #3/4 - Comment aborder une levée de fonds ? @BOLD @ISAI @CCIParis
 
LEGAL DAY #2/4 - Première embauche & au delà @InspectionDuTravail
LEGAL DAY #2/4 - Première embauche & au delà @InspectionDuTravailLEGAL DAY #2/4 - Première embauche & au delà @InspectionDuTravail
LEGAL DAY #2/4 - Première embauche & au delà @InspectionDuTravail
 
LEGAL DAY #1/4 - Les red flags au lancement de ma startup @INPI @BOLD
LEGAL DAY #1/4 - Les red flags au lancement de ma startup @INPI @BOLDLEGAL DAY #1/4 - Les red flags au lancement de ma startup @INPI @BOLD
LEGAL DAY #1/4 - Les red flags au lancement de ma startup @INPI @BOLD
 
Startups : protégez vos données biométriques avec la CNIL
Startups : protégez vos données biométriques avec la CNILStartups : protégez vos données biométriques avec la CNIL
Startups : protégez vos données biométriques avec la CNIL
 
Stratégie & financement : innovez avec le partenariat tech international - Bp...
Stratégie & financement : innovez avec le partenariat tech international - Bp...Stratégie & financement : innovez avec le partenariat tech international - Bp...
Stratégie & financement : innovez avec le partenariat tech international - Bp...
 
Podcast : panorama d'un secteur en ébullition - Radio France - Résidence Créatis
Podcast : panorama d'un secteur en ébullition - Radio France - Résidence CréatisPodcast : panorama d'un secteur en ébullition - Radio France - Résidence Créatis
Podcast : panorama d'un secteur en ébullition - Radio France - Résidence Créatis
 
Financement pour startups early stage - Bpifrance - CCIParis
Financement pour startups early stage - Bpifrance - CCIParisFinancement pour startups early stage - Bpifrance - CCIParis
Financement pour startups early stage - Bpifrance - CCIParis
 
Outils & financement : le 360° du recrutement startup - Pôle Emploi - Incubat...
Outils & financement : le 360° du recrutement startup - Pôle Emploi - Incubat...Outils & financement : le 360° du recrutement startup - Pôle Emploi - Incubat...
Outils & financement : le 360° du recrutement startup - Pôle Emploi - Incubat...
 
Ftc webinar financement_20-mai-21
Ftc webinar financement_20-mai-21Ftc webinar financement_20-mai-21
Ftc webinar financement_20-mai-21
 
Ftc webinar financement_20-mai-21
Ftc webinar financement_20-mai-21Ftc webinar financement_20-mai-21
Ftc webinar financement_20-mai-21
 
Workshop recrutement-pole-emploi-141218
Workshop recrutement-pole-emploi-141218Workshop recrutement-pole-emploi-141218
Workshop recrutement-pole-emploi-141218
 
Outils & financement : le 360° du recrutement startup - Pôle Emploi - Incubat...
Outils & financement : le 360° du recrutement startup - Pôle Emploi - Incubat...Outils & financement : le 360° du recrutement startup - Pôle Emploi - Incubat...
Outils & financement : le 360° du recrutement startup - Pôle Emploi - Incubat...
 
Outils & financement : le 360° du recrutement startup - Pôle Emploi - Incubat...
Outils & financement : le 360° du recrutement startup - Pôle Emploi - Incubat...Outils & financement : le 360° du recrutement startup - Pôle Emploi - Incubat...
Outils & financement : le 360° du recrutement startup - Pôle Emploi - Incubat...
 

Recently uploaded

ODSC - Batch to Stream workshop - integration of Apache Spark, Cassandra, Pos...
ODSC - Batch to Stream workshop - integration of Apache Spark, Cassandra, Pos...ODSC - Batch to Stream workshop - integration of Apache Spark, Cassandra, Pos...
ODSC - Batch to Stream workshop - integration of Apache Spark, Cassandra, Pos...Christina Lin
 
Call Girls in Naraina Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Naraina Delhi 💯Call Us 🔝8264348440🔝Call Girls in Naraina Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Naraina Delhi 💯Call Us 🔝8264348440🔝soniya singh
 
Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...
Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...
Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...kellynguyen01
 
DNT_Corporate presentation know about us
DNT_Corporate presentation know about usDNT_Corporate presentation know about us
DNT_Corporate presentation know about usDynamic Netsoft
 
Salesforce Certified Field Service Consultant
Salesforce Certified Field Service ConsultantSalesforce Certified Field Service Consultant
Salesforce Certified Field Service ConsultantAxelRicardoTrocheRiq
 
HR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.comHR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.comFatema Valibhai
 
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...MyIntelliSource, Inc.
 
Der Spagat zwischen BIAS und FAIRNESS (2024)
Der Spagat zwischen BIAS und FAIRNESS (2024)Der Spagat zwischen BIAS und FAIRNESS (2024)
Der Spagat zwischen BIAS und FAIRNESS (2024)OPEN KNOWLEDGE GmbH
 
Adobe Marketo Engage Deep Dives: Using Webhooks to Transfer Data
Adobe Marketo Engage Deep Dives: Using Webhooks to Transfer DataAdobe Marketo Engage Deep Dives: Using Webhooks to Transfer Data
Adobe Marketo Engage Deep Dives: Using Webhooks to Transfer DataBradBedford3
 
Professional Resume Template for Software Developers
Professional Resume Template for Software DevelopersProfessional Resume Template for Software Developers
Professional Resume Template for Software DevelopersVinodh Ram
 
Engage Usergroup 2024 - The Good The Bad_The Ugly
Engage Usergroup 2024 - The Good The Bad_The UglyEngage Usergroup 2024 - The Good The Bad_The Ugly
Engage Usergroup 2024 - The Good The Bad_The UglyFrank van der Linden
 
cybersecurity notes for mca students for learning
cybersecurity notes for mca students for learningcybersecurity notes for mca students for learning
cybersecurity notes for mca students for learningVitsRangannavar
 
Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...
Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...
Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...MyIntelliSource, Inc.
 
Building Real-Time Data Pipelines: Stream & Batch Processing workshop Slide
Building Real-Time Data Pipelines: Stream & Batch Processing workshop SlideBuilding Real-Time Data Pipelines: Stream & Batch Processing workshop Slide
Building Real-Time Data Pipelines: Stream & Batch Processing workshop SlideChristina Lin
 
XpertSolvers: Your Partner in Building Innovative Software Solutions
XpertSolvers: Your Partner in Building Innovative Software SolutionsXpertSolvers: Your Partner in Building Innovative Software Solutions
XpertSolvers: Your Partner in Building Innovative Software SolutionsMehedi Hasan Shohan
 
Hand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptxHand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptxbodapatigopi8531
 
The Evolution of Karaoke From Analog to App.pdf
The Evolution of Karaoke From Analog to App.pdfThe Evolution of Karaoke From Analog to App.pdf
The Evolution of Karaoke From Analog to App.pdfPower Karaoke
 
Alluxio Monthly Webinar | Cloud-Native Model Training on Distributed Data
Alluxio Monthly Webinar | Cloud-Native Model Training on Distributed DataAlluxio Monthly Webinar | Cloud-Native Model Training on Distributed Data
Alluxio Monthly Webinar | Cloud-Native Model Training on Distributed DataAlluxio, Inc.
 
Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...
Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...
Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...soniya singh
 
The Real-World Challenges of Medical Device Cybersecurity- Mitigating Vulnera...
The Real-World Challenges of Medical Device Cybersecurity- Mitigating Vulnera...The Real-World Challenges of Medical Device Cybersecurity- Mitigating Vulnera...
The Real-World Challenges of Medical Device Cybersecurity- Mitigating Vulnera...ICS
 

Recently uploaded (20)

ODSC - Batch to Stream workshop - integration of Apache Spark, Cassandra, Pos...
ODSC - Batch to Stream workshop - integration of Apache Spark, Cassandra, Pos...ODSC - Batch to Stream workshop - integration of Apache Spark, Cassandra, Pos...
ODSC - Batch to Stream workshop - integration of Apache Spark, Cassandra, Pos...
 
Call Girls in Naraina Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Naraina Delhi 💯Call Us 🔝8264348440🔝Call Girls in Naraina Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Naraina Delhi 💯Call Us 🔝8264348440🔝
 
Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...
Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...
Short Story: Unveiling the Reasoning Abilities of Large Language Models by Ke...
 
DNT_Corporate presentation know about us
DNT_Corporate presentation know about usDNT_Corporate presentation know about us
DNT_Corporate presentation know about us
 
Salesforce Certified Field Service Consultant
Salesforce Certified Field Service ConsultantSalesforce Certified Field Service Consultant
Salesforce Certified Field Service Consultant
 
HR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.comHR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.com
 
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...
Steps To Getting Up And Running Quickly With MyTimeClock Employee Scheduling ...
 
Der Spagat zwischen BIAS und FAIRNESS (2024)
Der Spagat zwischen BIAS und FAIRNESS (2024)Der Spagat zwischen BIAS und FAIRNESS (2024)
Der Spagat zwischen BIAS und FAIRNESS (2024)
 
Adobe Marketo Engage Deep Dives: Using Webhooks to Transfer Data
Adobe Marketo Engage Deep Dives: Using Webhooks to Transfer DataAdobe Marketo Engage Deep Dives: Using Webhooks to Transfer Data
Adobe Marketo Engage Deep Dives: Using Webhooks to Transfer Data
 
Professional Resume Template for Software Developers
Professional Resume Template for Software DevelopersProfessional Resume Template for Software Developers
Professional Resume Template for Software Developers
 
Engage Usergroup 2024 - The Good The Bad_The Ugly
Engage Usergroup 2024 - The Good The Bad_The UglyEngage Usergroup 2024 - The Good The Bad_The Ugly
Engage Usergroup 2024 - The Good The Bad_The Ugly
 
cybersecurity notes for mca students for learning
cybersecurity notes for mca students for learningcybersecurity notes for mca students for learning
cybersecurity notes for mca students for learning
 
Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...
Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...
Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...
 
Building Real-Time Data Pipelines: Stream & Batch Processing workshop Slide
Building Real-Time Data Pipelines: Stream & Batch Processing workshop SlideBuilding Real-Time Data Pipelines: Stream & Batch Processing workshop Slide
Building Real-Time Data Pipelines: Stream & Batch Processing workshop Slide
 
XpertSolvers: Your Partner in Building Innovative Software Solutions
XpertSolvers: Your Partner in Building Innovative Software SolutionsXpertSolvers: Your Partner in Building Innovative Software Solutions
XpertSolvers: Your Partner in Building Innovative Software Solutions
 
Hand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptxHand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptx
 
The Evolution of Karaoke From Analog to App.pdf
The Evolution of Karaoke From Analog to App.pdfThe Evolution of Karaoke From Analog to App.pdf
The Evolution of Karaoke From Analog to App.pdf
 
Alluxio Monthly Webinar | Cloud-Native Model Training on Distributed Data
Alluxio Monthly Webinar | Cloud-Native Model Training on Distributed DataAlluxio Monthly Webinar | Cloud-Native Model Training on Distributed Data
Alluxio Monthly Webinar | Cloud-Native Model Training on Distributed Data
 
Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...
Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...
Russian Call Girls in Karol Bagh Aasnvi ➡️ 8264348440 💋📞 Independent Escort S...
 
The Real-World Challenges of Medical Device Cybersecurity- Mitigating Vulnera...
The Real-World Challenges of Medical Device Cybersecurity- Mitigating Vulnera...The Real-World Challenges of Medical Device Cybersecurity- Mitigating Vulnera...
The Real-World Challenges of Medical Device Cybersecurity- Mitigating Vulnera...
 

Inria Tech Talk : boostez la performance de vos objets connectés - Mercredi 24 octobre 2018

  • 1. 10/24/2018 1 INTERNET OF THINGS Thomas Watteyne Research Scientist & Innovator, Inria Sr Network Designer, Analog Devices, USA Co-lead, OpenWSN Co-chair, IETF 6TiSCH Technical Advisor, Wattson Elements
  • 2. 10/24/2018 2 INTERNET OF THINGS Thomas Watteyne Research Scientist & Innovator, Inria Sr Network Designer, Analog Devices, USA Co-lead, OpenWSN Co-chair, IETF 6TiSCH Technical Advisor, Wattson Elements 1. IoT is a reality today 2. turn-key solution built in partnership with the market leaders 3. Inria can help you integration this technology into your solutions
  • 3. 10/24/2018 1 Centers Local offices Saclay Île-de-France Rennes Bretagne Atlantique Bordeaux Sud-Ouest Lille Nord Europe Paris Nancy Grand Est Grenoble Rhône-Alpes Sophia Antipolis Méditerranée Nantes Pau Montpellier Lyon Strasbourg 1600 scientists headcount 2400 800 supports TECHNOLOGY TRANSFER AND SKILLS Joint laboratories (joint labs, innovation labs, labcoms) R&D partnerships (collaborative projects ) By providing structural assistance (IT-Translation) By facilitating funding aids By working in partnership and network (regional incubators) 150start-ups created 75% of which are in operation or acquired Inria coordinates and develops links between public research and start- ups within French Tech Central Technology transfer (software or patent) Transfer of expertise/know-how (expertise, mobility) CREATION OF START-UPS
  • 5. 2 A wireless Mote sensors • pressure • temperature • flow • level • humidity • current • ... actuators • light • valves • buzzers • diagnostics • locks • … @thomaswatteyne A Low-Power Wireless Mesh Network sensor data actuator commands @thomaswatteyne
  • 6. 3 Time Synchronized Channel Hopping 16channeloffsets e.g. 33 time slots A BC DE F G H I J • Devices are synchronized • A communication schedule orchestrates all communication • Time synchronization: ultra low power operation • Channel Hopping: ultra high reliability 5 @thomaswatteyne Full-Circle Approach design & study MVP standardizedeploy Time Synchronized Channel Hopping
  • 7. 4 SmartMesh IP, the Market Leader @thomaswatteyne SmartMesh IP, the Market Leader @thomaswatteyne <15us synchronization error across entire network <50uA average power consumption, even for routers! • >99.999% end-to-end reliability • <50uA average current draw (over a decade of battery lifetime!) • <15us synchronization accuracy across the network • NIST-certified security • Over-The-Air reprogramming • High bidirectional throughput, 40 90-byte packets/s/AP • >76,000 networks deployed today
  • 8. 5 SmartMesh IP, the Market Leader @thomaswatteyne https://hal.inria.fr/hal-01874919  up to 1300 m perfectly usable range! - 10
  • 10. 7 - 15 example application - 16 SolSystem: a turnkey sensor-to-cloud solution
  • 11. 8 - 17 www.solsystem.io * https://github.com/realms-team gather store and analyze turnkey sensor-to-cloud solution visualizer Integrate sensors (hardware/firmware) ready and running open-source BSD* back-end integration (software) IoT @ ENSTA 2015 - Watteyne, Lampin, Barthel - 18 www.savethepeaches.com Frost Prediction
  • 12. 9 - 19 Predicting Frost Events before after 2013 85% peach production loss ∙ 10,000 jobs ∙ 100M USD www.savethepeaches.com @thomaswatteyne - 20 www.savethepeaches.com
  • 14. 11 - 23 www.savethepeaches.com IoT @ ENSTA 2015 - Watteyne, Lampin, Barthel - 25 Environmental www.snowhow.io turn down your phone’s volume
  • 15. 12 www.snowhow.io @thomaswatteyne - 27 Feather River Basin Deployments Buck’s Lake Grizzly Ridge Kettle Rock ... plus 18 other sites on the American River Basin. 945 sensors total www.snowhow.io @thomaswatteyne
  • 17. 14 (turn down your phone’s volume) IoT @ ENSTA 2015 - Watteyne, Lampin, Barthel - 35 Smart City
  • 20. 17 Is this Research? - 42 - 42 [in the last year] Journal articles 1. Using SmartMesh IP in Smart Agriculture and Smart Building Applications. Brun-Laguna, Diedrichs, Dujovne, Taffernaberry, Leone, Vilajosana, Watteyne. Elsevier Computer Communications Journal, 2018. 2. Real-time Alpine Measurement System Using Wireless Sensor Networks. Malek, Avanzi, Brun-Laguna, Maurer, Oroza, Hartsough, Watteyne, Glaser. MDPI Sensors, 2017. 3. A Machine-Learning Based Connectivity Model for Complex Terrain Large- Scale Low-Power Wireless Deployments. Oroza, Zhang, Watteyne, Glaser. IEEE Transactions on Cognitive Communications and Networking, 2017. 4. MABO-TSCH: Multi-hop And Blacklist-based Optimized Time Synchronized Channel Hopping. Gomes, Watteyne, Krishnamachari. Wiley Transactions on Emerging Telecommunications (ETT), 2017. 5. Awa: Using Water Distribution Systems to Transmit Data. Joseph, Watteyne, Kerkez. Wiley Transactions on Emerging Telecommunications Technologies (ETT), 2017. 6. CCR: Cost-Aware Cell Relocation in 6TiSCH Networks. Chang, Watteyne, Vilajosana, Wang. Wiley Transactions on Emerging Telecommunications Technologies (ETT), 2017. 7. Teaching Communication Technologies and Standards for the Industrial IoT? Use 6TiSCH! Watteyne, Tuset-Peiro, Vilajosana, Pollin, Krishnamachari. IEEE Communications Magazine, 2017. 8. Understanding the Limits of LoRaWAN. Adelantado, Vilajosana, Tuset- Peiro, Martinez, Melia-Segui, Watteyne. IEEE Communications Magazine, 2017. Letter 1. On the Suitability of 6TiSCH for Wireless Seismic Data Streaming. Vilajosana, Martinez, Vilajosana, Watteyne. Wiley Internet Technology Letters, 2018. Standardization 1. 6top Protocol (6P). Wang, Vilajosana, Watteyne. IETF 6TiSCH. 2. Minimal 6TiSCH Configuration. Vilajosana, Pister, Watteyne. IETF 6TiSCH. 3. Minimal Security Framework for 6TiSCH. Vucinic, Simon, Pister, Richardson. IETF 6TiSCH. 4. 6TiSCH Minimal Scheduling Function (MSF). Chang, Vucinic, Vilajosana, Duquennoy, Dujovne. IETF 6TiSCH. 5. 6TiSCH Example Frames. Munoz, Barthel. IETF 6TiSCH. 6. Problem Statement for Generalizing 6TiSCH to Multiple PHYs. Munoz, Vilajosana, Chang. IETF 6TSCH. 7. LLN Minimal Fragment Forwarding. Watteyne, Bormann, Thubert. IETF 6lo. Conference papers 1. Why Channel Hopping Makes Sense, even with IEEE802.15.4 OFDM at 2.4 GHz. Muñoz, Muhlethaler, Vilajosana, Watteyne. GIoTS, 2018. 2. SODA: 6TiSCH Open Data Action. Vucinic, Pejanovic-Djurisic, Watteyne. CPSBench, 2018. 3. IoTBench: Towards a Benchmark for Low-power Wireless Networking. Boano et. al. CPSBench, 2018. 4. Overview of IEEE802.15.4g OFDM and its Applicability to Smart Building Applications. Munoz, Riou, Vilajosana, Muhlethaler, Watteyne. IEEE WD, 2018. 5. Implementation and Characterization of a Multi-hop 6TiSCH Network for Experimental Feedback Control of an Inverted Pendulum. Schindler, Watteyne, Vilajosana, Pister. IEEE WiOpt, 2017. 6. Leapfrog Collaboration: Toward Deterministic and Predictable in Industrial-IoT Applications. Papadopoulos, Matsui, Thubert, Texier, Watteyne, Montavont. IEEE ICC, 2017. 7. Scheduling Function Zero on a 6TiSCH Network. Chang, Watteyne, Wang, Vilajosana. ACM EWSN, 2017. 8. Controlled Replication for Higher Reliability and Predictability in Industrial IoT Networks. Jiang et. al. ACM EWSN, 2017. 9. 4th Industrial Revolution: Toward Deterministic Wireless Industrial Networks. Matsui, Papadopoulos, Thubert, Watteyne, Montavont. ACM EWSN, 2017. @thomaswatteyne
  • 21. 18 Technology agilityWireless Control Loops Smart Dust - 43 Pushing the boundaries even further From Industrial Process Monitoring… …to Industrial Process Control.
  • 22. 19 2×2×2 mm3 “Smart Dust” in collaboration with: - 45@thomaswatteyne @thomaswatteyne Collaborating with Inria Partner brings novel use cases • In particular: industrial, building or campus-sized networks • In practice: 6-24 months collaboration • Understand requirements • Build an end-to-end solution together (MVP) • Pilot deployments • win-win: • for us: benchmarking of 6TiSCH/SmartMesh • for you: validation of technology, faster go-to-market Partners who bring needs for technological innovation • In particular: around low-power, dependable, secure • Examples: • real-time indoor localization • 9 9’s sub-ms latency • In practice: 1-2 years postdoc/eng • PoC • win-win: • for us: exploring limits of 6TiSCH • for you: go/no-go decision applicability limits
  • 23. 20 Thomas Watteyne - 47 Thomas Watteyne (http://www.thomaswatteyne.com/, @thomaswatteyne) is an insatiable enthusiast of low-power wireless mesh technologies. He holds and advanced research position at Inria in Paris, in the EVA research team, where he designs, models and builds networking solutions based on a variety of Internet-of-Things (IoT) standards. He is Senior Networking Design Engineer at Analog Devices, in the Dust Networks product group, the undisputed leader in supplying low power wireless mesh networks for demanding industrial process automation applications. Since 2013, he co-chairs the IETF 6TiSCH working group, which standardizes how to use IEEE802.15.4e TSCH in IPv6-enabled mesh networks, and is member of the IETF Internet-of-Things Directorate. Prior to that, Thomas was a postdoctoral research lead in Prof. Kristofer Pister’s team at the University of California, Berkeley. He founded and co-leads Berkeley’s OpenWSN project, an open-source initiative to promote the use of fully standards-based protocol stacks for the IoT. Between 2005 and 2008, he was a research engineer at France Telecom, Orange Labs. He holds a PhD in Computer Science (2008), an MSc in Networking (2005) and an MEng in Telecommunications (2005) from INSA Lyon, France. He is Senior member of IEEE. He is fluent in 4 languages. @thomaswatteyne
  • 24. 10/24/2018 1 INTERNET OF THINGS Thomas Watteyne Research Scientist & Innovator, Inria Sr Network Designer, Analog Devices, USA Co-lead, OpenWSN Co-chair, IETF 6TiSCH Technical Advisor, Wattson Elements @thomaswatteyne @twatteyne www.thomaswatteyne.com Hands-on session coming up! 1. Deploying a network at Station F 2. Interacting with the manager 3. Discussing sensor and back-end integration
  • 25. 10/24/2018 1 INTERNET OF THINGS Thomas Watteyne Research Scientist & Innovator, Inria Sr Network Designer, Analog Devices, USA Co-lead, OpenWSN Co-chair, IETF 6TiSCH Technical Advisor, Wattson Elements 1. Deploying a network at Station F 2. Interacting with the manager 3. Discussing sensor and back-end integration
  • 26. 1 SmartMesh IP - Resources @thomaswatteyne ► SmartMesh Overview:  SmartMesh Brochure ► White Papers:  Wireless Sensor Networking for Industrial IoT  Security & Reliability are Key for Industrial IoT ► Videos  Reliable Wireless Sensor Network Streamlines Manufacturing Operations  VManager – A Solution for Building a Wireless Sensor Network with Thousands of Nodes ► Network Planning  Power & Performance Estimator 1 DustCloud Developer Community http://www.dustcloud.org https://github.com/dustcloud References Embedded Manager API Guide CLI Guide SmartMesh IP Mote Serial API Guide SmartMesh IP Mote CLI Guide SmartMesh home page http://www.analog.com/en/applications/technology/smartmesh- pavilion-home.html Key Technical Documents SmartMesh IP User Guide (Network Description) LTC5800-IPM Product Webpage DC9021B SmartMesh IP Starter Kit Deploy wireless mesh network in minutes Built-in network performance statistics Video: Introducing the DC9021B SmartMesh IP Starter Kit dustsupport@analog.com DC9021B SmartMesh IP Starter Kit @thomaswatteyne 2
  • 27. 2 Hands-On Guide @thomaswatteyne 3 Step 1: LEDs ► Power your manager by plugging it into your computer ► Start motes, see LED pattern:  1 blinking green LED: mote is searching a network  1 steady green LED: mote is doing a security handshake with the manager  2 steady green LEDs: mote is operational Step 2: CLI Plug in manager into computer Connect TeraTerm (or equivalent) to third serial port Commands: “login user”, needed to get autorization “sm” to show the list of motes start motes to see the motes join “show stat” to get network-wide statistics Step 3: SmartMesh SDK Download from https://github.com/dustcloud/smartmeshsdk “ApiExplorer” application Connect to manager’s Serial API port Call “getNetworkInfo”, “getNetworkConfig” “TempMonitor” application see temperature data being received get/set rate Toggle LED “SeeTheMesh” application “PublishToWeb” application See your data at http://clouddata.dustcloud.org Additional Features @thomaswatteyne 4 ► join duty cycle  Find the tradeoff between join time and average join current that works for your application ► Range testing using “radiotest” mode  Have two mote continuously exchange data, over multiple frequencies, and measure their communication range  On the transmit side: radiotest tx pk 0x8421 8 255 0 20 800  On the receive side: radiotest rx 0x8000 1 255 ► Using different netids  Configure different nodes to join different networks in the same radio space by assigning to each network a different “netid” ► “search” command  Before joining, have a mote “look around” at what networks are available, then decide which one to join ► ACLs  Ensure mutual authentication between motes and a managers by managing the manager’s Access Control List and the mote’s join key
  • 28. 3 DustCloud.org @thomaswatteyne 5 Integration your application on the Mote side @thomaswatteyne 6 ► Default firmware:  “Master” mode  Mote automatically joins the network  Sends temperature data every 30 s by default  You can control GPIO, ADC and temperature over the network  “Slave” mode  Mote listen on Serial API UART for commands  External micro drives the mote, e.g. using the C Library or the Python SmartMesh SDK ► Your own firmware  On-Chip SDK  uC/OS-II kernel (provided)  IAR-based environment with 22 sample applications  32 kB flash + 8 kB RAM available to your application “Master” mode “Slave” mode On-Chip SDK