SlideShare ist ein Scribd-Unternehmen logo
1 von 41
Downloaden Sie, um offline zu lesen
Challenges and Opportunities of the IoT

Data and Service Interoperability
sensorweb.geomatics.ucalgary.ca
www.sensorup.com
0.23 litre/minute
0.25 litre/minute
0.27 litre/minuteRH: 85 %
Temp: 18 Celsius
Dr. Steve Liang, Ph.D., P.Eng.
Associate Professor, University of Calgary
Founder and CEO, SensorUp Inc.
About Steve
• Associate Professor, Geomatics Engineering, Uni. Calgary
• AITF-Microsoft Industry Chair on Open Sensor Web
• Chair OGC SensorThings API Standard Working Group
• Co-Chair OGC Sensor Web Enablement Domain Working Group
• N.A. Chair, OGC University Domain Working Group
• Rapporteur, ITU-T SG12/11 on Internet of Things Test Specifications
• Editor-in-Chief, Springer Journal Open Geospatial Data, Software and
Standards
• Founder and CEO, SensorUp Inc, a University of Calgary startup (http://
www.sensorup.com)
Think about some Thing
Your Home
Your Shirt
Your Drinks
Vessyl
Enlighted and Phillips Hue
Your Lights
Fybr
Your Parking
Your Babies
Your Cat Litter
Your Feet
http://propellerhealth.com/
Your Inhaler
Internet of Cows
Citizen Sensing
Wireless Module
Temperature Humidity
Ethernet
CPU
Storage
CO
Dust
Hydrogen Gas
From DIY to Product
HWTrek, Elementri, Quirky, Kick2Real
IoT Value Chain
Sensor
and
Actuator
Smart
Things
Network
Operator
Device-
Cloud API
Data and
Analytics
APP-Cloud
API
APP and
Sales
Customers
1 2 3 4 5 6 7
IoT
service A
IoT
service B
IoT
service C
IoT
service D
Application
A
Application
B
Application
C
Application
D
Silo A Silo B Silo C Silo D
Today’s IoT ecosystem
OGC
®
Location (almost always) Matters
19
Smoke Detector Emergency Evacuation
# of observations
sensors ranked by #observations
International and national sensor arrays (NOAA, NASA, NRCan, ESA, etc.)
# of missing sensors >> # of currently available sensors
(Currently) “missing” sensors....
Medium size sensor arrays (provincial networks)
	 What if we lower the barrier of publishing/finding/using sensor

data?
LongTail of Big Sensor Data

(Liang, 2010)
Big IoT Data = SUM(small sensor data)
77% of the surveyed IoT experts
claimed that Interoperability is
the biggest challenge currently
facing the Internet of Things
(IoT Nexus, 2015)
Service Enablement, the real potential of
Internet of Things (system of systems)
Network Effect: The value of a
network is proportional to the
square of the number of users
of the system (n²).
Service Enablement transform
user experiences
Service Registry/
Search Engine
Sensor Web Vision:
Sensors as a Service
A Sensor Web Browsersensor system A :Air
sensor system B :Water
sensor system C : Smartphones
station 1
station 2
station 3
station 4
station 5
GeoCENS
GeoCENS
• Funded by CANARIE, Cybera,
Microsoft Research, Agriculture
and Agri-Food Canada
• An open sensor data portal 

(★ ★ ★ ★ ★)
• Very easy to use
• High performance
• A RBC Blue Water Project
• affordable and scalable long
term groundwater monitoring
• more than 40 well owners
• data since 2008
• QA/QC by UofC Hydrologists
Rockyview Well Watch
Little, K. E., M. Hayashi, and S. H. L. Liang (2015), "Community-based groundwater monitoring
network using a citizen-science approach", Groundwater
http://www.geocens.ca
Project coordinator oversees all groundwater
wells (QA/QC). She is the only person has
the permission to edit and put notes for all
wells.
http://www.geocens.ca
CALGARY FLOOD 2013
Our data proven to be a high quality, near-real-time and complementary
data source in addition to the official monitoring wells.
near 100,000 residents were
evacuated from their home
http://www.geocens.ca
The great thing about standards is
that there are so many standards.
How smart is your city?
How fast can you move in the
IoT (sensing) value chain?
Friction Motion
Case Study #1
• A pilot project funded by Department of Homeland Security and IJIS
Institute
• Problem:
• lacking a Common Operating Picture (COP) for various first responder
groups and disaster managers
• Solution:
• SensorUp platform allows various group to access heterogeneous
sensing systems
Case Study #1
OGC
®
OGC Pilot on IoT for Incident Management
Information Sharing
35
• Kick-off: July 2015
• Demo: January 2016
• Pilot project sponsor:
OGC
®
36
wearable cam
heart beat,
breathing rate
location,
acceleration,
headings
equipment status
Case Study #2
Case Study #3
Case Study #4
Personal Sensor Dashboard
http://.../sensor/1253
Steve's School
23
c
43
%
Browse all sensor readings
http://.../browse/
Query
Analyze
Share
Different user groups able to
access, use, and understand
various sensor data within an integrated
and coherent environment
anyone, even without coding knowledge,
is able to effortlessly set-up an open
source sensing device and become part
of the community-based sensing platform
Open Source Citizen
Sensing Devices
Arctic Citizen Sensor
Cloud Services
(OGC Sensor Web
Enablement and WMS)
User Portal and Smartphone APP
Connect pan-Arctic regions
sensors to the platform
via the Arctic Sensor Web
Platform's OGC interfaces
Geospatial
data from
Arctic SDI
Geospatial
data from
Arctic SDI
Geospatial
data from
Arctic SDI
and more....
Conclusion
• Service Enablement
• Location always matters!
• Big IoT data = SUM(small sensor data)
• How smart is your city? Depends on how fast can you
move in the IoT value chain.
• Stop building silos!

Weitere ähnliche Inhalte

Was ist angesagt?

Analyze Your Smart City: Build Sensor Analytics with OGC SensorThings API
Analyze Your Smart City: Build Sensor Analytics with OGC SensorThings API Analyze Your Smart City: Build Sensor Analytics with OGC SensorThings API
Analyze Your Smart City: Build Sensor Analytics with OGC SensorThings API SensorUp
 
MQTT and SensorThings API MQTT Extension
MQTT and SensorThings API MQTT ExtensionMQTT and SensorThings API MQTT Extension
MQTT and SensorThings API MQTT ExtensionSensorUp
 
Discussion materials for the Internet of Things and Blockchain
Discussion materials for the Internet of Things and BlockchainDiscussion materials for the Internet of Things and Blockchain
Discussion materials for the Internet of Things and BlockchainSensorUp
 
OGC SensorThings API - a very short introduction for ITU-T
OGC SensorThings API - a very short introduction for ITU-TOGC SensorThings API - a very short introduction for ITU-T
OGC SensorThings API - a very short introduction for ITU-TSensorUp
 
OGC SensorThings API for Location Aware Sensing System (LASS) 2017 User Confe...
OGC SensorThings API for Location Aware Sensing System (LASS) 2017 User Confe...OGC SensorThings API for Location Aware Sensing System (LASS) 2017 User Confe...
OGC SensorThings API for Location Aware Sensing System (LASS) 2017 User Confe...SensorUp
 
Edge Computing and OGC SensorThings API
Edge Computing and OGC SensorThings APIEdge Computing and OGC SensorThings API
Edge Computing and OGC SensorThings APISensorUp
 
Actionable Insights from Multi-sensor IoT Systems using the OGC SensorThings ...
Actionable Insights from Multi-sensor IoT Systems using the OGC SensorThings ...Actionable Insights from Multi-sensor IoT Systems using the OGC SensorThings ...
Actionable Insights from Multi-sensor IoT Systems using the OGC SensorThings ...SensorUp
 
Discussion materials for Internet of Things and Smart Cities - Vespucci 2016 ...
Discussion materials for Internet of Things and Smart Cities - Vespucci 2016 ...Discussion materials for Internet of Things and Smart Cities - Vespucci 2016 ...
Discussion materials for Internet of Things and Smart Cities - Vespucci 2016 ...SensorUp
 
Quantum Computing algorithm and new business applications
Quantum Computing algorithm and new business applicationsQuantum Computing algorithm and new business applications
Quantum Computing algorithm and new business applicationsQCB-Conference
 
Open Cloud -- Future of Cloud Computing
Open Cloud -- Future of Cloud ComputingOpen Cloud -- Future of Cloud Computing
Open Cloud -- Future of Cloud ComputingAtul Jha
 
Dissemination and Community Building
Dissemination and Community BuildingDissemination and Community Building
Dissemination and Community BuildingAGILE IoT
 
Scripting Things - Creating the Internet of Things with Perl
Scripting Things - Creating the Internet of Things with PerlScripting Things - Creating the Internet of Things with Perl
Scripting Things - Creating the Internet of Things with PerlHans Scharler
 
OpenStack Sydney summit - OpenStack HA and Testing
OpenStack Sydney summit - OpenStack HA and TestingOpenStack Sydney summit - OpenStack HA and Testing
OpenStack Sydney summit - OpenStack HA and TestingSampath Priyankara
 
OpenStack Summit Storlets Project Update Queens
OpenStack Summit Storlets Project Update QueensOpenStack Summit Storlets Project Update Queens
OpenStack Summit Storlets Project Update QueensKota Tsuyuzaki
 
Adoptive Gateways for dIverse MuLtiple Environments
Adoptive Gateways for dIverse MuLtiple EnvironmentsAdoptive Gateways for dIverse MuLtiple Environments
Adoptive Gateways for dIverse MuLtiple EnvironmentsCharalampos Doukas
 
GS1/Oliot LLRP and next
GS1/Oliot LLRP and nextGS1/Oliot LLRP and next
GS1/Oliot LLRP and nextDaeyoung Kim
 
Operationalizing Docker at Scale: Lessons from Running Microservices in Produ...
Operationalizing Docker at Scale: Lessons from Running Microservices in Produ...Operationalizing Docker at Scale: Lessons from Running Microservices in Produ...
Operationalizing Docker at Scale: Lessons from Running Microservices in Produ...SignalFx
 

Was ist angesagt? (19)

Analyze Your Smart City: Build Sensor Analytics with OGC SensorThings API
Analyze Your Smart City: Build Sensor Analytics with OGC SensorThings API Analyze Your Smart City: Build Sensor Analytics with OGC SensorThings API
Analyze Your Smart City: Build Sensor Analytics with OGC SensorThings API
 
MQTT and SensorThings API MQTT Extension
MQTT and SensorThings API MQTT ExtensionMQTT and SensorThings API MQTT Extension
MQTT and SensorThings API MQTT Extension
 
Discussion materials for the Internet of Things and Blockchain
Discussion materials for the Internet of Things and BlockchainDiscussion materials for the Internet of Things and Blockchain
Discussion materials for the Internet of Things and Blockchain
 
OGC SensorThings API - a very short introduction for ITU-T
OGC SensorThings API - a very short introduction for ITU-TOGC SensorThings API - a very short introduction for ITU-T
OGC SensorThings API - a very short introduction for ITU-T
 
OGC SensorThings API for Location Aware Sensing System (LASS) 2017 User Confe...
OGC SensorThings API for Location Aware Sensing System (LASS) 2017 User Confe...OGC SensorThings API for Location Aware Sensing System (LASS) 2017 User Confe...
OGC SensorThings API for Location Aware Sensing System (LASS) 2017 User Confe...
 
Edge Computing and OGC SensorThings API
Edge Computing and OGC SensorThings APIEdge Computing and OGC SensorThings API
Edge Computing and OGC SensorThings API
 
Actionable Insights from Multi-sensor IoT Systems using the OGC SensorThings ...
Actionable Insights from Multi-sensor IoT Systems using the OGC SensorThings ...Actionable Insights from Multi-sensor IoT Systems using the OGC SensorThings ...
Actionable Insights from Multi-sensor IoT Systems using the OGC SensorThings ...
 
Discussion materials for Internet of Things and Smart Cities - Vespucci 2016 ...
Discussion materials for Internet of Things and Smart Cities - Vespucci 2016 ...Discussion materials for Internet of Things and Smart Cities - Vespucci 2016 ...
Discussion materials for Internet of Things and Smart Cities - Vespucci 2016 ...
 
Quantum Computing algorithm and new business applications
Quantum Computing algorithm and new business applicationsQuantum Computing algorithm and new business applications
Quantum Computing algorithm and new business applications
 
Open Cloud -- Future of Cloud Computing
Open Cloud -- Future of Cloud ComputingOpen Cloud -- Future of Cloud Computing
Open Cloud -- Future of Cloud Computing
 
Dissemination and Community Building
Dissemination and Community BuildingDissemination and Community Building
Dissemination and Community Building
 
Scripting Things - Creating the Internet of Things with Perl
Scripting Things - Creating the Internet of Things with PerlScripting Things - Creating the Internet of Things with Perl
Scripting Things - Creating the Internet of Things with Perl
 
Masakari project onboarding
Masakari project onboardingMasakari project onboarding
Masakari project onboarding
 
OpenStack Sydney summit - OpenStack HA and Testing
OpenStack Sydney summit - OpenStack HA and TestingOpenStack Sydney summit - OpenStack HA and Testing
OpenStack Sydney summit - OpenStack HA and Testing
 
Electron apps
Electron appsElectron apps
Electron apps
 
OpenStack Summit Storlets Project Update Queens
OpenStack Summit Storlets Project Update QueensOpenStack Summit Storlets Project Update Queens
OpenStack Summit Storlets Project Update Queens
 
Adoptive Gateways for dIverse MuLtiple Environments
Adoptive Gateways for dIverse MuLtiple EnvironmentsAdoptive Gateways for dIverse MuLtiple Environments
Adoptive Gateways for dIverse MuLtiple Environments
 
GS1/Oliot LLRP and next
GS1/Oliot LLRP and nextGS1/Oliot LLRP and next
GS1/Oliot LLRP and next
 
Operationalizing Docker at Scale: Lessons from Running Microservices in Produ...
Operationalizing Docker at Scale: Lessons from Running Microservices in Produ...Operationalizing Docker at Scale: Lessons from Running Microservices in Produ...
Operationalizing Docker at Scale: Lessons from Running Microservices in Produ...
 

Ähnlich wie Challenges and Opportunities of IoT Interoperability

Open Standard Internet of Things for Smart Cities
Open Standard Internet of Things for Smart CitiesOpen Standard Internet of Things for Smart Cities
Open Standard Internet of Things for Smart CitiesSensorUp
 
SMART Seminar Series: "From cloud-sourced flood mapping to connected communit...
SMART Seminar Series: "From cloud-sourced flood mapping to connected communit...SMART Seminar Series: "From cloud-sourced flood mapping to connected communit...
SMART Seminar Series: "From cloud-sourced flood mapping to connected communit...SMART Infrastructure Facility
 
ACC-2012, Bangalore, India, 28 July, 2012
ACC-2012, Bangalore, India, 28 July, 2012ACC-2012, Bangalore, India, 28 July, 2012
ACC-2012, Bangalore, India, 28 July, 2012Charith Perera
 
IoT Meets Geo
IoT Meets GeoIoT Meets Geo
IoT Meets GeoRaj Singh
 
ISCC 2013 keynote "Pervasive Sensing and IoT Cooking Recipe: Just add People ...
ISCC 2013 keynote "Pervasive Sensing and IoT Cooking Recipe: Just add People ...ISCC 2013 keynote "Pervasive Sensing and IoT Cooking Recipe: Just add People ...
ISCC 2013 keynote "Pervasive Sensing and IoT Cooking Recipe: Just add People ...Milan Milenkovic
 
Kaist snail-20150122
Kaist snail-20150122Kaist snail-20150122
Kaist snail-20150122Daeyoung Kim
 
第1回バイオインフォマティクスデータ可視化セミナー@Riken
第1回バイオインフォマティクスデータ可視化セミナー@Riken第1回バイオインフォマティクスデータ可視化セミナー@Riken
第1回バイオインフォマティクスデータ可視化セミナー@RikenKeiichiro Ono
 
System Support for Internet of Things
System Support for Internet of ThingsSystem Support for Internet of Things
System Support for Internet of ThingsHarshitParkar6677
 
COBWEB Summit at the OGC TC Dublin, 2016
COBWEB Summit at the OGC TC Dublin, 2016COBWEB Summit at the OGC TC Dublin, 2016
COBWEB Summit at the OGC TC Dublin, 2016COBWEB Project
 
Iot ecosystem-challenges-daeyoungkim-auto-id-labs-kaist
Iot ecosystem-challenges-daeyoungkim-auto-id-labs-kaistIot ecosystem-challenges-daeyoungkim-auto-id-labs-kaist
Iot ecosystem-challenges-daeyoungkim-auto-id-labs-kaistDaeyoung Kim
 
Trends on Data Graphs & Security for the Internet of Things
Trends on Data Graphs & Security for the Internet of ThingsTrends on Data Graphs & Security for the Internet of Things
Trends on Data Graphs & Security for the Internet of ThingsGhislain Atemezing
 
Going Beyond the Device Heart Beat
Going Beyond the Device Heart BeatGoing Beyond the Device Heart Beat
Going Beyond the Device Heart BeatBalwinder Kaur
 
COBWEB technology platform and future development needs
COBWEB technology platform and future development needsCOBWEB technology platform and future development needs
COBWEB technology platform and future development needsEDINA, University of Edinburgh
 
COBWEB technology platform and future development needs, ISPRA 2016
COBWEB technology platform and future development needs, ISPRA 2016COBWEB technology platform and future development needs, ISPRA 2016
COBWEB technology platform and future development needs, ISPRA 2016COBWEB Project
 
Real-time, Sensor-based Monitoring of Shipping Containers
Real-time, Sensor-based Monitoring of Shipping ContainersReal-time, Sensor-based Monitoring of Shipping Containers
Real-time, Sensor-based Monitoring of Shipping Containersbenaam
 

Ähnlich wie Challenges and Opportunities of IoT Interoperability (20)

Open Standard Internet of Things for Smart Cities
Open Standard Internet of Things for Smart CitiesOpen Standard Internet of Things for Smart Cities
Open Standard Internet of Things for Smart Cities
 
SMART Seminar Series: "From cloud-sourced flood mapping to connected communit...
SMART Seminar Series: "From cloud-sourced flood mapping to connected communit...SMART Seminar Series: "From cloud-sourced flood mapping to connected communit...
SMART Seminar Series: "From cloud-sourced flood mapping to connected communit...
 
ACC-2012, Bangalore, India, 28 July, 2012
ACC-2012, Bangalore, India, 28 July, 2012ACC-2012, Bangalore, India, 28 July, 2012
ACC-2012, Bangalore, India, 28 July, 2012
 
IoT Meets Geo
IoT Meets GeoIoT Meets Geo
IoT Meets Geo
 
chapter 5.docx
chapter 5.docxchapter 5.docx
chapter 5.docx
 
chapter 5.pdf
chapter 5.pdfchapter 5.pdf
chapter 5.pdf
 
ISCC 2013 keynote "Pervasive Sensing and IoT Cooking Recipe: Just add People ...
ISCC 2013 keynote "Pervasive Sensing and IoT Cooking Recipe: Just add People ...ISCC 2013 keynote "Pervasive Sensing and IoT Cooking Recipe: Just add People ...
ISCC 2013 keynote "Pervasive Sensing and IoT Cooking Recipe: Just add People ...
 
Internet of Things: Trends and challenges for future
Internet of Things: Trends and challenges for futureInternet of Things: Trends and challenges for future
Internet of Things: Trends and challenges for future
 
Sgci esip-7-20-18
Sgci esip-7-20-18Sgci esip-7-20-18
Sgci esip-7-20-18
 
Kaist snail-20150122
Kaist snail-20150122Kaist snail-20150122
Kaist snail-20150122
 
Ldb mapperò di prinzio 06
Ldb mapperò  di prinzio 06Ldb mapperò  di prinzio 06
Ldb mapperò di prinzio 06
 
第1回バイオインフォマティクスデータ可視化セミナー@Riken
第1回バイオインフォマティクスデータ可視化セミナー@Riken第1回バイオインフォマティクスデータ可視化セミナー@Riken
第1回バイオインフォマティクスデータ可視化セミナー@Riken
 
System Support for Internet of Things
System Support for Internet of ThingsSystem Support for Internet of Things
System Support for Internet of Things
 
COBWEB Summit at the OGC TC Dublin, 2016
COBWEB Summit at the OGC TC Dublin, 2016COBWEB Summit at the OGC TC Dublin, 2016
COBWEB Summit at the OGC TC Dublin, 2016
 
Iot ecosystem-challenges-daeyoungkim-auto-id-labs-kaist
Iot ecosystem-challenges-daeyoungkim-auto-id-labs-kaistIot ecosystem-challenges-daeyoungkim-auto-id-labs-kaist
Iot ecosystem-challenges-daeyoungkim-auto-id-labs-kaist
 
Trends on Data Graphs & Security for the Internet of Things
Trends on Data Graphs & Security for the Internet of ThingsTrends on Data Graphs & Security for the Internet of Things
Trends on Data Graphs & Security for the Internet of Things
 
Going Beyond the Device Heart Beat
Going Beyond the Device Heart BeatGoing Beyond the Device Heart Beat
Going Beyond the Device Heart Beat
 
COBWEB technology platform and future development needs
COBWEB technology platform and future development needsCOBWEB technology platform and future development needs
COBWEB technology platform and future development needs
 
COBWEB technology platform and future development needs, ISPRA 2016
COBWEB technology platform and future development needs, ISPRA 2016COBWEB technology platform and future development needs, ISPRA 2016
COBWEB technology platform and future development needs, ISPRA 2016
 
Real-time, Sensor-based Monitoring of Shipping Containers
Real-time, Sensor-based Monitoring of Shipping ContainersReal-time, Sensor-based Monitoring of Shipping Containers
Real-time, Sensor-based Monitoring of Shipping Containers
 

Kürzlich hochgeladen

Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...
Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...
Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...Boston Institute of Analytics
 
Networking Case Study prepared by teacher.pptx
Networking Case Study prepared by teacher.pptxNetworking Case Study prepared by teacher.pptx
Networking Case Study prepared by teacher.pptxHimangsuNath
 
The Power of Data-Driven Storytelling_ Unveiling the Layers of Insight.pptx
The Power of Data-Driven Storytelling_ Unveiling the Layers of Insight.pptxThe Power of Data-Driven Storytelling_ Unveiling the Layers of Insight.pptx
The Power of Data-Driven Storytelling_ Unveiling the Layers of Insight.pptxTasha Penwell
 
Data Analysis Project Presentation: Unveiling Your Ideal Customer, Bank Custo...
Data Analysis Project Presentation: Unveiling Your Ideal Customer, Bank Custo...Data Analysis Project Presentation: Unveiling Your Ideal Customer, Bank Custo...
Data Analysis Project Presentation: Unveiling Your Ideal Customer, Bank Custo...Boston Institute of Analytics
 
Data Analysis Project : Targeting the Right Customers, Presentation on Bank M...
Data Analysis Project : Targeting the Right Customers, Presentation on Bank M...Data Analysis Project : Targeting the Right Customers, Presentation on Bank M...
Data Analysis Project : Targeting the Right Customers, Presentation on Bank M...Boston Institute of Analytics
 
Rithik Kumar Singh codealpha pythohn.pdf
Rithik Kumar Singh codealpha pythohn.pdfRithik Kumar Singh codealpha pythohn.pdf
Rithik Kumar Singh codealpha pythohn.pdfrahulyadav957181
 
Semantic Shed - Squashing and Squeezing.pptx
Semantic Shed - Squashing and Squeezing.pptxSemantic Shed - Squashing and Squeezing.pptx
Semantic Shed - Squashing and Squeezing.pptxMike Bennett
 
Learn How Data Science Changes Our World
Learn How Data Science Changes Our WorldLearn How Data Science Changes Our World
Learn How Data Science Changes Our WorldEduminds Learning
 
Student profile product demonstration on grades, ability, well-being and mind...
Student profile product demonstration on grades, ability, well-being and mind...Student profile product demonstration on grades, ability, well-being and mind...
Student profile product demonstration on grades, ability, well-being and mind...Seán Kennedy
 
Minimizing AI Hallucinations/Confabulations and the Path towards AGI with Exa...
Minimizing AI Hallucinations/Confabulations and the Path towards AGI with Exa...Minimizing AI Hallucinations/Confabulations and the Path towards AGI with Exa...
Minimizing AI Hallucinations/Confabulations and the Path towards AGI with Exa...Thomas Poetter
 
Bank Loan Approval Analysis: A Comprehensive Data Analysis Project
Bank Loan Approval Analysis: A Comprehensive Data Analysis ProjectBank Loan Approval Analysis: A Comprehensive Data Analysis Project
Bank Loan Approval Analysis: A Comprehensive Data Analysis ProjectBoston Institute of Analytics
 
English-8-Q4-W3-Synthesizing-Essential-Information-From-Various-Sources-1.pdf
English-8-Q4-W3-Synthesizing-Essential-Information-From-Various-Sources-1.pdfEnglish-8-Q4-W3-Synthesizing-Essential-Information-From-Various-Sources-1.pdf
English-8-Q4-W3-Synthesizing-Essential-Information-From-Various-Sources-1.pdfblazblazml
 
why-transparency-and-traceability-are-essential-for-sustainable-supply-chains...
why-transparency-and-traceability-are-essential-for-sustainable-supply-chains...why-transparency-and-traceability-are-essential-for-sustainable-supply-chains...
why-transparency-and-traceability-are-essential-for-sustainable-supply-chains...Jack Cole
 
IBEF report on the Insurance market in India
IBEF report on the Insurance market in IndiaIBEF report on the Insurance market in India
IBEF report on the Insurance market in IndiaManalVerma4
 
Decoding Movie Sentiments: Analyzing Reviews with Data Analysis model
Decoding Movie Sentiments: Analyzing Reviews with Data Analysis modelDecoding Movie Sentiments: Analyzing Reviews with Data Analysis model
Decoding Movie Sentiments: Analyzing Reviews with Data Analysis modelBoston Institute of Analytics
 
SMOTE and K-Fold Cross Validation-Presentation.pptx
SMOTE and K-Fold Cross Validation-Presentation.pptxSMOTE and K-Fold Cross Validation-Presentation.pptx
SMOTE and K-Fold Cross Validation-Presentation.pptxHaritikaChhatwal1
 
Cyber awareness ppt on the recorded data
Cyber awareness ppt on the recorded dataCyber awareness ppt on the recorded data
Cyber awareness ppt on the recorded dataTecnoIncentive
 
What To Do For World Nature Conservation Day by Slidesgo.pptx
What To Do For World Nature Conservation Day by Slidesgo.pptxWhat To Do For World Nature Conservation Day by Slidesgo.pptx
What To Do For World Nature Conservation Day by Slidesgo.pptxSimranPal17
 
Decoding Patterns: Customer Churn Prediction Data Analysis Project
Decoding Patterns: Customer Churn Prediction Data Analysis ProjectDecoding Patterns: Customer Churn Prediction Data Analysis Project
Decoding Patterns: Customer Churn Prediction Data Analysis ProjectBoston Institute of Analytics
 

Kürzlich hochgeladen (20)

Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...
Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...
Decoding the Heart: Student Presentation on Heart Attack Prediction with Data...
 
Networking Case Study prepared by teacher.pptx
Networking Case Study prepared by teacher.pptxNetworking Case Study prepared by teacher.pptx
Networking Case Study prepared by teacher.pptx
 
The Power of Data-Driven Storytelling_ Unveiling the Layers of Insight.pptx
The Power of Data-Driven Storytelling_ Unveiling the Layers of Insight.pptxThe Power of Data-Driven Storytelling_ Unveiling the Layers of Insight.pptx
The Power of Data-Driven Storytelling_ Unveiling the Layers of Insight.pptx
 
Data Analysis Project Presentation: Unveiling Your Ideal Customer, Bank Custo...
Data Analysis Project Presentation: Unveiling Your Ideal Customer, Bank Custo...Data Analysis Project Presentation: Unveiling Your Ideal Customer, Bank Custo...
Data Analysis Project Presentation: Unveiling Your Ideal Customer, Bank Custo...
 
Data Analysis Project : Targeting the Right Customers, Presentation on Bank M...
Data Analysis Project : Targeting the Right Customers, Presentation on Bank M...Data Analysis Project : Targeting the Right Customers, Presentation on Bank M...
Data Analysis Project : Targeting the Right Customers, Presentation on Bank M...
 
Rithik Kumar Singh codealpha pythohn.pdf
Rithik Kumar Singh codealpha pythohn.pdfRithik Kumar Singh codealpha pythohn.pdf
Rithik Kumar Singh codealpha pythohn.pdf
 
Semantic Shed - Squashing and Squeezing.pptx
Semantic Shed - Squashing and Squeezing.pptxSemantic Shed - Squashing and Squeezing.pptx
Semantic Shed - Squashing and Squeezing.pptx
 
Learn How Data Science Changes Our World
Learn How Data Science Changes Our WorldLearn How Data Science Changes Our World
Learn How Data Science Changes Our World
 
Student profile product demonstration on grades, ability, well-being and mind...
Student profile product demonstration on grades, ability, well-being and mind...Student profile product demonstration on grades, ability, well-being and mind...
Student profile product demonstration on grades, ability, well-being and mind...
 
Minimizing AI Hallucinations/Confabulations and the Path towards AGI with Exa...
Minimizing AI Hallucinations/Confabulations and the Path towards AGI with Exa...Minimizing AI Hallucinations/Confabulations and the Path towards AGI with Exa...
Minimizing AI Hallucinations/Confabulations and the Path towards AGI with Exa...
 
Bank Loan Approval Analysis: A Comprehensive Data Analysis Project
Bank Loan Approval Analysis: A Comprehensive Data Analysis ProjectBank Loan Approval Analysis: A Comprehensive Data Analysis Project
Bank Loan Approval Analysis: A Comprehensive Data Analysis Project
 
English-8-Q4-W3-Synthesizing-Essential-Information-From-Various-Sources-1.pdf
English-8-Q4-W3-Synthesizing-Essential-Information-From-Various-Sources-1.pdfEnglish-8-Q4-W3-Synthesizing-Essential-Information-From-Various-Sources-1.pdf
English-8-Q4-W3-Synthesizing-Essential-Information-From-Various-Sources-1.pdf
 
why-transparency-and-traceability-are-essential-for-sustainable-supply-chains...
why-transparency-and-traceability-are-essential-for-sustainable-supply-chains...why-transparency-and-traceability-are-essential-for-sustainable-supply-chains...
why-transparency-and-traceability-are-essential-for-sustainable-supply-chains...
 
Insurance Churn Prediction Data Analysis Project
Insurance Churn Prediction Data Analysis ProjectInsurance Churn Prediction Data Analysis Project
Insurance Churn Prediction Data Analysis Project
 
IBEF report on the Insurance market in India
IBEF report on the Insurance market in IndiaIBEF report on the Insurance market in India
IBEF report on the Insurance market in India
 
Decoding Movie Sentiments: Analyzing Reviews with Data Analysis model
Decoding Movie Sentiments: Analyzing Reviews with Data Analysis modelDecoding Movie Sentiments: Analyzing Reviews with Data Analysis model
Decoding Movie Sentiments: Analyzing Reviews with Data Analysis model
 
SMOTE and K-Fold Cross Validation-Presentation.pptx
SMOTE and K-Fold Cross Validation-Presentation.pptxSMOTE and K-Fold Cross Validation-Presentation.pptx
SMOTE and K-Fold Cross Validation-Presentation.pptx
 
Cyber awareness ppt on the recorded data
Cyber awareness ppt on the recorded dataCyber awareness ppt on the recorded data
Cyber awareness ppt on the recorded data
 
What To Do For World Nature Conservation Day by Slidesgo.pptx
What To Do For World Nature Conservation Day by Slidesgo.pptxWhat To Do For World Nature Conservation Day by Slidesgo.pptx
What To Do For World Nature Conservation Day by Slidesgo.pptx
 
Decoding Patterns: Customer Churn Prediction Data Analysis Project
Decoding Patterns: Customer Churn Prediction Data Analysis ProjectDecoding Patterns: Customer Churn Prediction Data Analysis Project
Decoding Patterns: Customer Churn Prediction Data Analysis Project
 

Challenges and Opportunities of IoT Interoperability

  • 1. Challenges and Opportunities of the IoT
 Data and Service Interoperability sensorweb.geomatics.ucalgary.ca www.sensorup.com 0.23 litre/minute 0.25 litre/minute 0.27 litre/minuteRH: 85 % Temp: 18 Celsius Dr. Steve Liang, Ph.D., P.Eng. Associate Professor, University of Calgary Founder and CEO, SensorUp Inc.
  • 2. About Steve • Associate Professor, Geomatics Engineering, Uni. Calgary • AITF-Microsoft Industry Chair on Open Sensor Web • Chair OGC SensorThings API Standard Working Group • Co-Chair OGC Sensor Web Enablement Domain Working Group • N.A. Chair, OGC University Domain Working Group • Rapporteur, ITU-T SG12/11 on Internet of Things Test Specifications • Editor-in-Chief, Springer Journal Open Geospatial Data, Software and Standards • Founder and CEO, SensorUp Inc, a University of Calgary startup (http:// www.sensorup.com)
  • 7. Enlighted and Phillips Hue Your Lights
  • 13.
  • 15. Citizen Sensing Wireless Module Temperature Humidity Ethernet CPU Storage CO Dust Hydrogen Gas
  • 16. From DIY to Product HWTrek, Elementri, Quirky, Kick2Real
  • 17. IoT Value Chain Sensor and Actuator Smart Things Network Operator Device- Cloud API Data and Analytics APP-Cloud API APP and Sales Customers 1 2 3 4 5 6 7
  • 18. IoT service A IoT service B IoT service C IoT service D Application A Application B Application C Application D Silo A Silo B Silo C Silo D Today’s IoT ecosystem
  • 19. OGC ® Location (almost always) Matters 19 Smoke Detector Emergency Evacuation
  • 20. # of observations sensors ranked by #observations International and national sensor arrays (NOAA, NASA, NRCan, ESA, etc.) # of missing sensors >> # of currently available sensors (Currently) “missing” sensors.... Medium size sensor arrays (provincial networks) What if we lower the barrier of publishing/finding/using sensor
 data? LongTail of Big Sensor Data
 (Liang, 2010)
  • 21. Big IoT Data = SUM(small sensor data)
  • 22. 77% of the surveyed IoT experts claimed that Interoperability is the biggest challenge currently facing the Internet of Things (IoT Nexus, 2015)
  • 23. Service Enablement, the real potential of Internet of Things (system of systems) Network Effect: The value of a network is proportional to the square of the number of users of the system (n²). Service Enablement transform user experiences
  • 24. Service Registry/ Search Engine Sensor Web Vision: Sensors as a Service A Sensor Web Browsersensor system A :Air sensor system B :Water sensor system C : Smartphones station 1 station 2 station 3 station 4 station 5
  • 25. GeoCENS GeoCENS • Funded by CANARIE, Cybera, Microsoft Research, Agriculture and Agri-Food Canada • An open sensor data portal 
 (★ ★ ★ ★ ★) • Very easy to use • High performance
  • 26.
  • 27. • A RBC Blue Water Project • affordable and scalable long term groundwater monitoring • more than 40 well owners • data since 2008 • QA/QC by UofC Hydrologists Rockyview Well Watch Little, K. E., M. Hayashi, and S. H. L. Liang (2015), "Community-based groundwater monitoring network using a citizen-science approach", Groundwater
  • 28. http://www.geocens.ca Project coordinator oversees all groundwater wells (QA/QC). She is the only person has the permission to edit and put notes for all wells.
  • 29. http://www.geocens.ca CALGARY FLOOD 2013 Our data proven to be a high quality, near-real-time and complementary data source in addition to the official monitoring wells. near 100,000 residents were evacuated from their home
  • 31. The great thing about standards is that there are so many standards.
  • 32. How smart is your city? How fast can you move in the IoT (sensing) value chain? Friction Motion
  • 33.
  • 34. Case Study #1 • A pilot project funded by Department of Homeland Security and IJIS Institute • Problem: • lacking a Common Operating Picture (COP) for various first responder groups and disaster managers • Solution: • SensorUp platform allows various group to access heterogeneous sensing systems Case Study #1
  • 35. OGC ® OGC Pilot on IoT for Incident Management Information Sharing 35 • Kick-off: July 2015 • Demo: January 2016 • Pilot project sponsor:
  • 36. OGC ® 36 wearable cam heart beat, breathing rate location, acceleration, headings equipment status
  • 40. Personal Sensor Dashboard http://.../sensor/1253 Steve's School 23 c 43 % Browse all sensor readings http://.../browse/ Query Analyze Share Different user groups able to access, use, and understand various sensor data within an integrated and coherent environment anyone, even without coding knowledge, is able to effortlessly set-up an open source sensing device and become part of the community-based sensing platform Open Source Citizen Sensing Devices Arctic Citizen Sensor Cloud Services (OGC Sensor Web Enablement and WMS) User Portal and Smartphone APP Connect pan-Arctic regions sensors to the platform via the Arctic Sensor Web Platform's OGC interfaces Geospatial data from Arctic SDI Geospatial data from Arctic SDI Geospatial data from Arctic SDI and more....
  • 41. Conclusion • Service Enablement • Location always matters! • Big IoT data = SUM(small sensor data) • How smart is your city? Depends on how fast can you move in the IoT value chain. • Stop building silos!