SlideShare a Scribd company logo
S U M M I T
Lo n don
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Industrial IoT
with AWS
Enda Kenny
Solutions Architect
Amazon Web Services
I O T 1
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Agenda
IoT introduction
Overview of Industrial IoT
The IoT opportunity
Challenges
Customer use cases
Use case demo
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I TS U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
“When wireless is perfectly applied the whole earth
will be converted into a huge brain…all things
being particles of a real and rhythmic whole”
Nikola Tesla - 1926
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
If you knew the state of every thing and
could reason on top of that data…
what problems would you solve?
If you knew the state of every thing and
could reason on top of that data…
what problems would you solve? solve?
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Things
Sense & Act
Cloud
Storage & Compute
Intelligence
Insights & Logic → Action
Concept of IoT
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
AWS IoT Architecture
AWS IoT Core
Things
Sense & Act
Cloud
Storage & Compute
Intelligence
Insights & Logic → Action
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
AWS IoT Architecture
AWS AWS IoT Core
Gateway
Endpoints
Greengrass
Things
Sense & Act
Intelligence
Insights & Logic → Action
Cloud
Storage & Compute
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
AWS IoT Architecture
How can I extract value from my IoT data?
How can I control, manage, and secure my
devices?
How can I connect my devices and operate at the edge?
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
AWS IoT Architecture
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
The Industrial Revolution
1st
Mechanisation, water
power, steam power
2nd
Mass production,
assembly line, electricity
3rd
Computer
and automation
4th
Cyber physical systems
12
Technology forces are changing industry
Profound changes in
the entire industrial
ecosystem
+
=
Connected, always-on,
intelligent, software & data
powered autonomous
devices
Connectivity
Cloud
Analytics and Algorithms
CPU PerformanceChip Miniaturisation
Software PushInternet Backbone
LTE
Technology
Progress
Smart Devices
Cyber Physical
Systems
(4th Industrial
Revolution)
S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
IoT Transforms Traditional Industrial
Processes
IoT brings sensors, machines, cloud computing, analytics,
and people together to improve productivity and efficiency
Manufacturing Oil & gasMining Agriculture
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T https://www.statista.com/statistics/471264/iot-number-of-
connected-devices-worldwide
The number
of connected
devices is
increasing at
pace
S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
But Customers Face Challenges
Security
Keep devices and
data secure
Downtime
Operate at top performance even without cloud
connectivity
Legacy equipment
Onboard Greenfield and
Brownfield devices
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
AWS Helps You Overcome Challenges with
Software and Services for Key Use Cases
Predictive maintenance Asset condition monitoring
S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Predict
Failure Before
Business
Operations
are Impacted
Predictive maintenance
Reduce costs
Plan optimal maintenance work schedule
Avoid unplanned production outages
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Predict
Failure Before
Business
Operations
are Impacted
Predictive maintenance
Ingest sensor data from
devices in plants and offsite
Securely connect billions of
devices to the cloud and
manage trillions of messages
Run edge software and services like
Amazon FreeRTOS and AWS
Greengrass for local triggers, actions,
and data sync
Securely connect to AWS IoT Core
AWS IoT Device Defender for fleet
audit and protection
AWS IoT CapabilitiesRequirements
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Predict
Failure Before
Business
Operations
are Impacted
Predictive maintenance
Build and train predictive
models based on device data
Deploy models on devices
Detect anomalies
Trigger alerts
Predict failures
AWS IoT Analytics collects,
processes, and analyses IoT data.
Use built-in templates for
predictive maintenance
Run predictive models on devices
using AWS Greengrass
Use AWS Greengrass Machine
Learning Inference to take local
action even without cloud
connectivity
AWS IoT CapabilitiesRequirements
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Detect Anomalies to
Predict Pump Failure
1 Run Amazon FreeRTOS on vibration sensors to
collect data and connect to AWS IoT Greengrass device
3 AWS IoT Analytics analyses vibration data and adds time
stamp and device information pulling from AWS IoT Core.
Sends updated model to the AWS IoT Greengrass enabled
device
2 AWS IoT Greengrass enabled device runs the predictive model
locally. AWS IoT Greengrass triggers alert to maintenance staff
when anomalies are detected. When Internet connectivity is
available, the AWS IoT Greengrass device sends data to the
cloud
Predictive maintenance
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Understand
Asset Health
Asset condition monitoring
Understand equipment health and status
Maximise asset utilisation
Increase visibility of
machines and equipment
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Understand
Asset Health
Monitor performance
and health of factory
equipment, machines,
and vehicles
AWS IoT Device Management to
organise your devices into
groups, monitor and
troubleshoot device
functionality
Asset condition monitoring
AWS IoT CapabilitiesRequirements
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Understand
Asset Health
Asset condition monitoring
Visualise and explore IoT
data
Share insights across
teams
AWS IoT Analytics lets you
visualise and explore data
and share insights across
teams
The AWS IoT Analytics
interface enables
collaboration and fast
delivery of analytics
AWS IoT CapabilitiesRequirements
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Global Mining
Company Minimises
Unexpected Downtime
Problem
Needs to understand degradation of equipment
Solution
Collect data from equipment, identify potholes and
other problems on mining routes that can contribute to
degradation
Impact
Monitor equipment status, health, and performance to
detect issues in real-time
Asset condition monitoring
S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
We built this demo to show how AWS technologies can be combined to build
a 3D digital asset that can solve different use cases
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Use Cases this Demo Addresses
• Understand Asset Health
• Operators have a real time view into the status and state of assets
• Operation & Maintenance
• Field technicians can access an interactive digital “manual”
• Training
• Sumerian provides a platform to build “look inside” views that can be used to train operators
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Main parts of the demo
• An IoT connected conveyor belt (built in our lab)
• AWS IoT Core is used to control the operation of the conveyor belt and report conveyor
operational data such as rpm and vibrations for analysis and reporting.
• A Sumerian application that enables a 3D web view of the conveyor
belt
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
What is Amazon Sumerian?
S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
High Level Architecture Overview
Amazon
Sumerian
AWS IoT
Core
Amazon
FreeRTOS
Amazon
Cognito
Amazon Polly
Sync Shadow
Transmit
Telemetry
Sumerian
publishes cross
platform scene
Syncs with conveyor
shadow and updates
scene based on
conveyor state.
S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
CloudWatch
Cognito
CloudTrail
config
IoT Cert
IAM
Asset Condition Monitoring Architecture
Pinpoint
AWS IoT Greengrass
IoT Rule (all data)
MES/SCADA
Protocol
conversion
Email
SMS
Factory Machines
Vision
Protocol
conversion
Amazon QuickSight
AWS IoT AnalyticsIoTRule(alerts)
Jupyter Notebook
Anomalies
AWS IoT Core/AWS IoT Greengrass/
AWS IoT Device Management/
AWS IoT Device Defender
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Problem
Provide water filtration systems
equipped with sensors to fish farms and
large industrial brewing customers. Most
of their customers are located in
geographies with unreliable internet
connectivity. They need to send data
from sensors to the cloud while
maintaining connection which is
challenging in remote areas.
Solution
From Pentair’s water filtration systems,
data is sent to AWS IoT Core. When
connectivity is limited, AWS Greengrass
provides Pentair with a local connection
Impact
Pentair can make decisions in near real-
time that impact the health of its devices
but also the health of the fish which in
turn, results in better yields, prevents the
spread of disease and lowers cost of
operations.
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Why AWS IoT?
Broadest and
deepest
functionality
Breadth and depth spanning the edge to the cloud, so you can build IoT applications for
virtually any use case across a wide range of devices
Superior integration
with AI
Build, train, and optimise models in the cloud, and then deploy them to the edge so that
devices can get smarter over time and you can take actions as events unfold
Multi-layered security Preemptive built-in device authentication, authorisation and data encryption,
reactive auditing and threat detection to keep your devices, fleets, and data secure
Proven
experience
at scale
Most scalable, secure, and proven cloud infrastructure that supports the largest volume
of data coming from millions of different devices and billions of messages
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T
Thank you!
S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
Enda Kenny
Email: endakenn@amazon.com
© 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I TS U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.

More Related Content

What's hot

Cloud security ppt
Cloud security pptCloud security ppt
Cloud security ppt
Venkatesh Chary
 
FUTURE OF IOT
FUTURE OF IOTFUTURE OF IOT
FUTURE OF IOT
RaheemUnnisa1
 
Enel, AWS, and Athonet: Connecting Millions of IoT Devices on Private LTE (TL...
Enel, AWS, and Athonet: Connecting Millions of IoT Devices on Private LTE (TL...Enel, AWS, and Athonet: Connecting Millions of IoT Devices on Private LTE (TL...
Enel, AWS, and Athonet: Connecting Millions of IoT Devices on Private LTE (TL...
Amazon Web Services
 
Beginners: What is Industrial IoT (IIoT)
Beginners: What is Industrial IoT (IIoT)Beginners: What is Industrial IoT (IIoT)
Beginners: What is Industrial IoT (IIoT)
3G4G
 
Silverlight
SilverlightSilverlight
Silverlight
BiTWiSE
 
Vehicle tracking system using gps and gsm
Vehicle tracking system using gps and gsmVehicle tracking system using gps and gsm
Vehicle tracking system using gps and gsm
anita maharjan
 
Data Analytics for IoT
Data Analytics for IoT Data Analytics for IoT
Data Analytics for IoT
Muralidhar Somisetty
 
Cloud computing presentation
Cloud computing presentationCloud computing presentation
Cloud computing presentation
Muhammad Usama Zuberi
 
IoT Smart Home
IoT Smart HomeIoT Smart Home
IoT Smart Home
Sergey Seletsky
 
Edge computing
Edge computingEdge computing
Edge computing
Biddut Hossain
 
Fog computing 000
Fog computing 000Fog computing 000
Fog computing 000
pranjali rawke
 
PATIENT MONITORING SYSTEM USING IOT
PATIENT MONITORING SYSTEM USING IOTPATIENT MONITORING SYSTEM USING IOT
PATIENT MONITORING SYSTEM USING IOT
AM Publications
 
IOT - Design Principles of Connected Devices
IOT - Design Principles of Connected DevicesIOT - Design Principles of Connected Devices
IOT - Design Principles of Connected Devices
Devyani Vasistha
 
Cloud Computing Technology Overview 2012
Cloud Computing Technology Overview 2012Cloud Computing Technology Overview 2012
Cloud Computing Technology Overview 2012
Janine Anthony Bowen, Esq.
 
Cloud Security Mechanisms
Cloud Security MechanismsCloud Security Mechanisms
Cloud Security Mechanisms
Mohammed Sajjad Ali
 
seminar on invisible eye
seminar on invisible eyeseminar on invisible eye
seminar on invisible eye
Vashishth Narayan Kumar
 
Edge Computing.pdf
Edge Computing.pdfEdge Computing.pdf
Edge Computing.pdf
RemoMarconzini1
 
Fog Computing
Fog ComputingFog Computing
Fog Computing
Mohit Jaju
 
Research in Cloud Computing
Research in Cloud ComputingResearch in Cloud Computing
Research in Cloud Computing
Rajshri Mohan
 
Internet of Things (IoT) and its applications
Internet of Things (IoT) and its applicationsInternet of Things (IoT) and its applications
Internet of Things (IoT) and its applications
Sarwan Singh
 

What's hot (20)

Cloud security ppt
Cloud security pptCloud security ppt
Cloud security ppt
 
FUTURE OF IOT
FUTURE OF IOTFUTURE OF IOT
FUTURE OF IOT
 
Enel, AWS, and Athonet: Connecting Millions of IoT Devices on Private LTE (TL...
Enel, AWS, and Athonet: Connecting Millions of IoT Devices on Private LTE (TL...Enel, AWS, and Athonet: Connecting Millions of IoT Devices on Private LTE (TL...
Enel, AWS, and Athonet: Connecting Millions of IoT Devices on Private LTE (TL...
 
Beginners: What is Industrial IoT (IIoT)
Beginners: What is Industrial IoT (IIoT)Beginners: What is Industrial IoT (IIoT)
Beginners: What is Industrial IoT (IIoT)
 
Silverlight
SilverlightSilverlight
Silverlight
 
Vehicle tracking system using gps and gsm
Vehicle tracking system using gps and gsmVehicle tracking system using gps and gsm
Vehicle tracking system using gps and gsm
 
Data Analytics for IoT
Data Analytics for IoT Data Analytics for IoT
Data Analytics for IoT
 
Cloud computing presentation
Cloud computing presentationCloud computing presentation
Cloud computing presentation
 
IoT Smart Home
IoT Smart HomeIoT Smart Home
IoT Smart Home
 
Edge computing
Edge computingEdge computing
Edge computing
 
Fog computing 000
Fog computing 000Fog computing 000
Fog computing 000
 
PATIENT MONITORING SYSTEM USING IOT
PATIENT MONITORING SYSTEM USING IOTPATIENT MONITORING SYSTEM USING IOT
PATIENT MONITORING SYSTEM USING IOT
 
IOT - Design Principles of Connected Devices
IOT - Design Principles of Connected DevicesIOT - Design Principles of Connected Devices
IOT - Design Principles of Connected Devices
 
Cloud Computing Technology Overview 2012
Cloud Computing Technology Overview 2012Cloud Computing Technology Overview 2012
Cloud Computing Technology Overview 2012
 
Cloud Security Mechanisms
Cloud Security MechanismsCloud Security Mechanisms
Cloud Security Mechanisms
 
seminar on invisible eye
seminar on invisible eyeseminar on invisible eye
seminar on invisible eye
 
Edge Computing.pdf
Edge Computing.pdfEdge Computing.pdf
Edge Computing.pdf
 
Fog Computing
Fog ComputingFog Computing
Fog Computing
 
Research in Cloud Computing
Research in Cloud ComputingResearch in Cloud Computing
Research in Cloud Computing
 
Internet of Things (IoT) and its applications
Internet of Things (IoT) and its applicationsInternet of Things (IoT) and its applications
Internet of Things (IoT) and its applications
 

Similar to AWS and industrial IoT

Create Intelligent Industrial Equipment with AWS IoT Services & AR/VR - SVC30...
Create Intelligent Industrial Equipment with AWS IoT Services & AR/VR - SVC30...Create Intelligent Industrial Equipment with AWS IoT Services & AR/VR - SVC30...
Create Intelligent Industrial Equipment with AWS IoT Services & AR/VR - SVC30...
Amazon Web Services
 
Using AWS IoT & Amazon SageMaker to Improve Manufacturing Operations - SVC204...
Using AWS IoT & Amazon SageMaker to Improve Manufacturing Operations - SVC204...Using AWS IoT & Amazon SageMaker to Improve Manufacturing Operations - SVC204...
Using AWS IoT & Amazon SageMaker to Improve Manufacturing Operations - SVC204...
Amazon Web Services
 
Getting Started with IoT on AWS
Getting Started with IoT on AWSGetting Started with IoT on AWS
Getting Started with IoT on AWS
Amazon Web Services
 
AWS IoT services - Extract value for industrial applications - SVC205 - Santa...
AWS IoT services - Extract value for industrial applications - SVC205 - Santa...AWS IoT services - Extract value for industrial applications - SVC205 - Santa...
AWS IoT services - Extract value for industrial applications - SVC205 - Santa...
Amazon Web Services
 
What’s New with Device Qualification Program and IoT Services
What’s New with Device Qualification Program and IoT ServicesWhat’s New with Device Qualification Program and IoT Services
What’s New with Device Qualification Program and IoT Services
Amazon Web Services
 
What’s New with Device Qualification Program and IoT Services
What’s New with Device Qualification Program and IoT ServicesWhat’s New with Device Qualification Program and IoT Services
What’s New with Device Qualification Program and IoT Services
Amazon Web Services
 
Connecting buildings to new opportunities with AWS IoT - SVC204 - New York AW...
Connecting buildings to new opportunities with AWS IoT - SVC204 - New York AW...Connecting buildings to new opportunities with AWS IoT - SVC204 - New York AW...
Connecting buildings to new opportunities with AWS IoT - SVC204 - New York AW...
Amazon Web Services
 
Machine learning at the edge for industrial applications - SVC302 - New York ...
Machine learning at the edge for industrial applications - SVC302 - New York ...Machine learning at the edge for industrial applications - SVC302 - New York ...
Machine learning at the edge for industrial applications - SVC302 - New York ...
Amazon Web Services
 
AWS IoT services: Extract value for industrial applications - SVC202 - Mexico...
AWS IoT services: Extract value for industrial applications - SVC202 - Mexico...AWS IoT services: Extract value for industrial applications - SVC202 - Mexico...
AWS IoT services: Extract value for industrial applications - SVC202 - Mexico...
Amazon Web Services
 
Bringing Cloud to the Edge - AWS Summit Sydney
Bringing Cloud to the Edge - AWS Summit SydneyBringing Cloud to the Edge - AWS Summit Sydney
Bringing Cloud to the Edge - AWS Summit Sydney
Amazon Web Services
 
Securing the edge with AWS IoT services - FND330 - AWS re:Inforce 2019
Securing the edge with AWS IoT services - FND330 - AWS re:Inforce 2019 Securing the edge with AWS IoT services - FND330 - AWS re:Inforce 2019
Securing the edge with AWS IoT services - FND330 - AWS re:Inforce 2019
Amazon Web Services
 
Connecting your devices at scale, ft. Discovery - SVC205 - New York AWS Summit
Connecting your devices at scale, ft. Discovery - SVC205 - New York AWS SummitConnecting your devices at scale, ft. Discovery - SVC205 - New York AWS Summit
Connecting your devices at scale, ft. Discovery - SVC205 - New York AWS Summit
Amazon Web Services
 
機器學習技術在工業應用上的最佳實務
機器學習技術在工業應用上的最佳實務機器學習技術在工業應用上的最佳實務
機器學習技術在工業應用上的最佳實務
Amazon Web Services
 
Detecting and responding to critical events with AWS IoT Events - SVC205 - Ch...
Detecting and responding to critical events with AWS IoT Events - SVC205 - Ch...Detecting and responding to critical events with AWS IoT Events - SVC205 - Ch...
Detecting and responding to critical events with AWS IoT Events - SVC205 - Ch...
Amazon Web Services
 
Ambient Intelligence: Bringing ML & AI to the Connected Home - SVC302 - Anahe...
Ambient Intelligence: Bringing ML & AI to the Connected Home - SVC302 - Anahe...Ambient Intelligence: Bringing ML & AI to the Connected Home - SVC302 - Anahe...
Ambient Intelligence: Bringing ML & AI to the Connected Home - SVC302 - Anahe...
Amazon Web Services
 
IoT and Alexa in the connected home
IoT and Alexa in the connected homeIoT and Alexa in the connected home
IoT and Alexa in the connected home
Amazon Web Services
 
AWS IoT and Alexa in the connected home
AWS IoT and Alexa in the connected homeAWS IoT and Alexa in the connected home
AWS IoT and Alexa in the connected home
Duncan Purves
 
Driving performance & security across your industrial facility with AWS - SVC...
Driving performance & security across your industrial facility with AWS - SVC...Driving performance & security across your industrial facility with AWS - SVC...
Driving performance & security across your industrial facility with AWS - SVC...
Amazon Web Services
 
Building IoT Applications for a Smart Home, ft. Vestel (IOT306-R1) - AWS re:I...
Building IoT Applications for a Smart Home, ft. Vestel (IOT306-R1) - AWS re:I...Building IoT Applications for a Smart Home, ft. Vestel (IOT306-R1) - AWS re:I...
Building IoT Applications for a Smart Home, ft. Vestel (IOT306-R1) - AWS re:I...
Amazon Web Services
 
Move users to AWS with Amazon WorkSpaces and Amazon AppStream 2-0
Move users to AWS with Amazon WorkSpaces and Amazon AppStream 2-0Move users to AWS with Amazon WorkSpaces and Amazon AppStream 2-0
Move users to AWS with Amazon WorkSpaces and Amazon AppStream 2-0
Amazon Web Services
 

Similar to AWS and industrial IoT (20)

Create Intelligent Industrial Equipment with AWS IoT Services & AR/VR - SVC30...
Create Intelligent Industrial Equipment with AWS IoT Services & AR/VR - SVC30...Create Intelligent Industrial Equipment with AWS IoT Services & AR/VR - SVC30...
Create Intelligent Industrial Equipment with AWS IoT Services & AR/VR - SVC30...
 
Using AWS IoT & Amazon SageMaker to Improve Manufacturing Operations - SVC204...
Using AWS IoT & Amazon SageMaker to Improve Manufacturing Operations - SVC204...Using AWS IoT & Amazon SageMaker to Improve Manufacturing Operations - SVC204...
Using AWS IoT & Amazon SageMaker to Improve Manufacturing Operations - SVC204...
 
Getting Started with IoT on AWS
Getting Started with IoT on AWSGetting Started with IoT on AWS
Getting Started with IoT on AWS
 
AWS IoT services - Extract value for industrial applications - SVC205 - Santa...
AWS IoT services - Extract value for industrial applications - SVC205 - Santa...AWS IoT services - Extract value for industrial applications - SVC205 - Santa...
AWS IoT services - Extract value for industrial applications - SVC205 - Santa...
 
What’s New with Device Qualification Program and IoT Services
What’s New with Device Qualification Program and IoT ServicesWhat’s New with Device Qualification Program and IoT Services
What’s New with Device Qualification Program and IoT Services
 
What’s New with Device Qualification Program and IoT Services
What’s New with Device Qualification Program and IoT ServicesWhat’s New with Device Qualification Program and IoT Services
What’s New with Device Qualification Program and IoT Services
 
Connecting buildings to new opportunities with AWS IoT - SVC204 - New York AW...
Connecting buildings to new opportunities with AWS IoT - SVC204 - New York AW...Connecting buildings to new opportunities with AWS IoT - SVC204 - New York AW...
Connecting buildings to new opportunities with AWS IoT - SVC204 - New York AW...
 
Machine learning at the edge for industrial applications - SVC302 - New York ...
Machine learning at the edge for industrial applications - SVC302 - New York ...Machine learning at the edge for industrial applications - SVC302 - New York ...
Machine learning at the edge for industrial applications - SVC302 - New York ...
 
AWS IoT services: Extract value for industrial applications - SVC202 - Mexico...
AWS IoT services: Extract value for industrial applications - SVC202 - Mexico...AWS IoT services: Extract value for industrial applications - SVC202 - Mexico...
AWS IoT services: Extract value for industrial applications - SVC202 - Mexico...
 
Bringing Cloud to the Edge - AWS Summit Sydney
Bringing Cloud to the Edge - AWS Summit SydneyBringing Cloud to the Edge - AWS Summit Sydney
Bringing Cloud to the Edge - AWS Summit Sydney
 
Securing the edge with AWS IoT services - FND330 - AWS re:Inforce 2019
Securing the edge with AWS IoT services - FND330 - AWS re:Inforce 2019 Securing the edge with AWS IoT services - FND330 - AWS re:Inforce 2019
Securing the edge with AWS IoT services - FND330 - AWS re:Inforce 2019
 
Connecting your devices at scale, ft. Discovery - SVC205 - New York AWS Summit
Connecting your devices at scale, ft. Discovery - SVC205 - New York AWS SummitConnecting your devices at scale, ft. Discovery - SVC205 - New York AWS Summit
Connecting your devices at scale, ft. Discovery - SVC205 - New York AWS Summit
 
機器學習技術在工業應用上的最佳實務
機器學習技術在工業應用上的最佳實務機器學習技術在工業應用上的最佳實務
機器學習技術在工業應用上的最佳實務
 
Detecting and responding to critical events with AWS IoT Events - SVC205 - Ch...
Detecting and responding to critical events with AWS IoT Events - SVC205 - Ch...Detecting and responding to critical events with AWS IoT Events - SVC205 - Ch...
Detecting and responding to critical events with AWS IoT Events - SVC205 - Ch...
 
Ambient Intelligence: Bringing ML & AI to the Connected Home - SVC302 - Anahe...
Ambient Intelligence: Bringing ML & AI to the Connected Home - SVC302 - Anahe...Ambient Intelligence: Bringing ML & AI to the Connected Home - SVC302 - Anahe...
Ambient Intelligence: Bringing ML & AI to the Connected Home - SVC302 - Anahe...
 
IoT and Alexa in the connected home
IoT and Alexa in the connected homeIoT and Alexa in the connected home
IoT and Alexa in the connected home
 
AWS IoT and Alexa in the connected home
AWS IoT and Alexa in the connected homeAWS IoT and Alexa in the connected home
AWS IoT and Alexa in the connected home
 
Driving performance & security across your industrial facility with AWS - SVC...
Driving performance & security across your industrial facility with AWS - SVC...Driving performance & security across your industrial facility with AWS - SVC...
Driving performance & security across your industrial facility with AWS - SVC...
 
Building IoT Applications for a Smart Home, ft. Vestel (IOT306-R1) - AWS re:I...
Building IoT Applications for a Smart Home, ft. Vestel (IOT306-R1) - AWS re:I...Building IoT Applications for a Smart Home, ft. Vestel (IOT306-R1) - AWS re:I...
Building IoT Applications for a Smart Home, ft. Vestel (IOT306-R1) - AWS re:I...
 
Move users to AWS with Amazon WorkSpaces and Amazon AppStream 2-0
Move users to AWS with Amazon WorkSpaces and Amazon AppStream 2-0Move users to AWS with Amazon WorkSpaces and Amazon AppStream 2-0
Move users to AWS with Amazon WorkSpaces and Amazon AppStream 2-0
 

More from Amazon Web Services

Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...
Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...
Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...
Amazon Web Services
 
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...Big Data per le Startup: come creare applicazioni Big Data in modalità Server...
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...
Amazon Web Services
 
Esegui pod serverless con Amazon EKS e AWS Fargate
Esegui pod serverless con Amazon EKS e AWS FargateEsegui pod serverless con Amazon EKS e AWS Fargate
Esegui pod serverless con Amazon EKS e AWS Fargate
Amazon Web Services
 
Costruire Applicazioni Moderne con AWS
Costruire Applicazioni Moderne con AWSCostruire Applicazioni Moderne con AWS
Costruire Applicazioni Moderne con AWS
Amazon Web Services
 
Come spendere fino al 90% in meno con i container e le istanze spot
Come spendere fino al 90% in meno con i container e le istanze spot Come spendere fino al 90% in meno con i container e le istanze spot
Come spendere fino al 90% in meno con i container e le istanze spot
Amazon Web Services
 
Open banking as a service
Open banking as a serviceOpen banking as a service
Open banking as a service
Amazon Web Services
 
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...
Amazon Web Services
 
OpsWorks Configuration Management: automatizza la gestione e i deployment del...
OpsWorks Configuration Management: automatizza la gestione e i deployment del...OpsWorks Configuration Management: automatizza la gestione e i deployment del...
OpsWorks Configuration Management: automatizza la gestione e i deployment del...
Amazon Web Services
 
Microsoft Active Directory su AWS per supportare i tuoi Windows Workloads
Microsoft Active Directory su AWS per supportare i tuoi Windows WorkloadsMicrosoft Active Directory su AWS per supportare i tuoi Windows Workloads
Microsoft Active Directory su AWS per supportare i tuoi Windows Workloads
Amazon Web Services
 
Computer Vision con AWS
Computer Vision con AWSComputer Vision con AWS
Computer Vision con AWS
Amazon Web Services
 
Database Oracle e VMware Cloud on AWS i miti da sfatare
Database Oracle e VMware Cloud on AWS i miti da sfatareDatabase Oracle e VMware Cloud on AWS i miti da sfatare
Database Oracle e VMware Cloud on AWS i miti da sfatare
Amazon Web Services
 
Crea la tua prima serverless ledger-based app con QLDB e NodeJS
Crea la tua prima serverless ledger-based app con QLDB e NodeJSCrea la tua prima serverless ledger-based app con QLDB e NodeJS
Crea la tua prima serverless ledger-based app con QLDB e NodeJS
Amazon Web Services
 
API moderne real-time per applicazioni mobili e web
API moderne real-time per applicazioni mobili e webAPI moderne real-time per applicazioni mobili e web
API moderne real-time per applicazioni mobili e web
Amazon Web Services
 
Database Oracle e VMware Cloud™ on AWS: i miti da sfatare
Database Oracle e VMware Cloud™ on AWS: i miti da sfatareDatabase Oracle e VMware Cloud™ on AWS: i miti da sfatare
Database Oracle e VMware Cloud™ on AWS: i miti da sfatare
Amazon Web Services
 
Tools for building your MVP on AWS
Tools for building your MVP on AWSTools for building your MVP on AWS
Tools for building your MVP on AWS
Amazon Web Services
 
How to Build a Winning Pitch Deck
How to Build a Winning Pitch DeckHow to Build a Winning Pitch Deck
How to Build a Winning Pitch Deck
Amazon Web Services
 
Building a web application without servers
Building a web application without serversBuilding a web application without servers
Building a web application without servers
Amazon Web Services
 
Fundraising Essentials
Fundraising EssentialsFundraising Essentials
Fundraising Essentials
Amazon Web Services
 
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
Amazon Web Services
 
Introduzione a Amazon Elastic Container Service
Introduzione a Amazon Elastic Container ServiceIntroduzione a Amazon Elastic Container Service
Introduzione a Amazon Elastic Container Service
Amazon Web Services
 

More from Amazon Web Services (20)

Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...
Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...
Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...
 
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...Big Data per le Startup: come creare applicazioni Big Data in modalità Server...
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...
 
Esegui pod serverless con Amazon EKS e AWS Fargate
Esegui pod serverless con Amazon EKS e AWS FargateEsegui pod serverless con Amazon EKS e AWS Fargate
Esegui pod serverless con Amazon EKS e AWS Fargate
 
Costruire Applicazioni Moderne con AWS
Costruire Applicazioni Moderne con AWSCostruire Applicazioni Moderne con AWS
Costruire Applicazioni Moderne con AWS
 
Come spendere fino al 90% in meno con i container e le istanze spot
Come spendere fino al 90% in meno con i container e le istanze spot Come spendere fino al 90% in meno con i container e le istanze spot
Come spendere fino al 90% in meno con i container e le istanze spot
 
Open banking as a service
Open banking as a serviceOpen banking as a service
Open banking as a service
 
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...
 
OpsWorks Configuration Management: automatizza la gestione e i deployment del...
OpsWorks Configuration Management: automatizza la gestione e i deployment del...OpsWorks Configuration Management: automatizza la gestione e i deployment del...
OpsWorks Configuration Management: automatizza la gestione e i deployment del...
 
Microsoft Active Directory su AWS per supportare i tuoi Windows Workloads
Microsoft Active Directory su AWS per supportare i tuoi Windows WorkloadsMicrosoft Active Directory su AWS per supportare i tuoi Windows Workloads
Microsoft Active Directory su AWS per supportare i tuoi Windows Workloads
 
Computer Vision con AWS
Computer Vision con AWSComputer Vision con AWS
Computer Vision con AWS
 
Database Oracle e VMware Cloud on AWS i miti da sfatare
Database Oracle e VMware Cloud on AWS i miti da sfatareDatabase Oracle e VMware Cloud on AWS i miti da sfatare
Database Oracle e VMware Cloud on AWS i miti da sfatare
 
Crea la tua prima serverless ledger-based app con QLDB e NodeJS
Crea la tua prima serverless ledger-based app con QLDB e NodeJSCrea la tua prima serverless ledger-based app con QLDB e NodeJS
Crea la tua prima serverless ledger-based app con QLDB e NodeJS
 
API moderne real-time per applicazioni mobili e web
API moderne real-time per applicazioni mobili e webAPI moderne real-time per applicazioni mobili e web
API moderne real-time per applicazioni mobili e web
 
Database Oracle e VMware Cloud™ on AWS: i miti da sfatare
Database Oracle e VMware Cloud™ on AWS: i miti da sfatareDatabase Oracle e VMware Cloud™ on AWS: i miti da sfatare
Database Oracle e VMware Cloud™ on AWS: i miti da sfatare
 
Tools for building your MVP on AWS
Tools for building your MVP on AWSTools for building your MVP on AWS
Tools for building your MVP on AWS
 
How to Build a Winning Pitch Deck
How to Build a Winning Pitch DeckHow to Build a Winning Pitch Deck
How to Build a Winning Pitch Deck
 
Building a web application without servers
Building a web application without serversBuilding a web application without servers
Building a web application without servers
 
Fundraising Essentials
Fundraising EssentialsFundraising Essentials
Fundraising Essentials
 
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...
 
Introduzione a Amazon Elastic Container Service
Introduzione a Amazon Elastic Container ServiceIntroduzione a Amazon Elastic Container Service
Introduzione a Amazon Elastic Container Service
 

AWS and industrial IoT

  • 1. S U M M I T Lo n don
  • 2. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Industrial IoT with AWS Enda Kenny Solutions Architect Amazon Web Services I O T 1
  • 3. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Agenda IoT introduction Overview of Industrial IoT The IoT opportunity Challenges Customer use cases Use case demo
  • 4. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I TS U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. “When wireless is perfectly applied the whole earth will be converted into a huge brain…all things being particles of a real and rhythmic whole” Nikola Tesla - 1926
  • 5. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T If you knew the state of every thing and could reason on top of that data… what problems would you solve? If you knew the state of every thing and could reason on top of that data… what problems would you solve? solve?
  • 6. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Things Sense & Act Cloud Storage & Compute Intelligence Insights & Logic → Action Concept of IoT
  • 7. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T AWS IoT Architecture AWS IoT Core Things Sense & Act Cloud Storage & Compute Intelligence Insights & Logic → Action
  • 8. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T AWS IoT Architecture AWS AWS IoT Core Gateway Endpoints Greengrass Things Sense & Act Intelligence Insights & Logic → Action Cloud Storage & Compute
  • 9. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T AWS IoT Architecture How can I extract value from my IoT data? How can I control, manage, and secure my devices? How can I connect my devices and operate at the edge?
  • 10. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T AWS IoT Architecture
  • 11. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T The Industrial Revolution 1st Mechanisation, water power, steam power 2nd Mass production, assembly line, electricity 3rd Computer and automation 4th Cyber physical systems
  • 12. 12 Technology forces are changing industry Profound changes in the entire industrial ecosystem + = Connected, always-on, intelligent, software & data powered autonomous devices Connectivity Cloud Analytics and Algorithms CPU PerformanceChip Miniaturisation Software PushInternet Backbone LTE Technology Progress Smart Devices Cyber Physical Systems (4th Industrial Revolution)
  • 13. S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  • 14. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T IoT Transforms Traditional Industrial Processes IoT brings sensors, machines, cloud computing, analytics, and people together to improve productivity and efficiency Manufacturing Oil & gasMining Agriculture
  • 15. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T https://www.statista.com/statistics/471264/iot-number-of- connected-devices-worldwide The number of connected devices is increasing at pace
  • 16. S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  • 17. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T But Customers Face Challenges Security Keep devices and data secure Downtime Operate at top performance even without cloud connectivity Legacy equipment Onboard Greenfield and Brownfield devices
  • 18. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T AWS Helps You Overcome Challenges with Software and Services for Key Use Cases Predictive maintenance Asset condition monitoring
  • 19. S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  • 20. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Predict Failure Before Business Operations are Impacted Predictive maintenance Reduce costs Plan optimal maintenance work schedule Avoid unplanned production outages
  • 21. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Predict Failure Before Business Operations are Impacted Predictive maintenance Ingest sensor data from devices in plants and offsite Securely connect billions of devices to the cloud and manage trillions of messages Run edge software and services like Amazon FreeRTOS and AWS Greengrass for local triggers, actions, and data sync Securely connect to AWS IoT Core AWS IoT Device Defender for fleet audit and protection AWS IoT CapabilitiesRequirements
  • 22. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Predict Failure Before Business Operations are Impacted Predictive maintenance Build and train predictive models based on device data Deploy models on devices Detect anomalies Trigger alerts Predict failures AWS IoT Analytics collects, processes, and analyses IoT data. Use built-in templates for predictive maintenance Run predictive models on devices using AWS Greengrass Use AWS Greengrass Machine Learning Inference to take local action even without cloud connectivity AWS IoT CapabilitiesRequirements
  • 23. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Detect Anomalies to Predict Pump Failure 1 Run Amazon FreeRTOS on vibration sensors to collect data and connect to AWS IoT Greengrass device 3 AWS IoT Analytics analyses vibration data and adds time stamp and device information pulling from AWS IoT Core. Sends updated model to the AWS IoT Greengrass enabled device 2 AWS IoT Greengrass enabled device runs the predictive model locally. AWS IoT Greengrass triggers alert to maintenance staff when anomalies are detected. When Internet connectivity is available, the AWS IoT Greengrass device sends data to the cloud Predictive maintenance
  • 24. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Understand Asset Health Asset condition monitoring Understand equipment health and status Maximise asset utilisation Increase visibility of machines and equipment
  • 25. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Understand Asset Health Monitor performance and health of factory equipment, machines, and vehicles AWS IoT Device Management to organise your devices into groups, monitor and troubleshoot device functionality Asset condition monitoring AWS IoT CapabilitiesRequirements
  • 26. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Understand Asset Health Asset condition monitoring Visualise and explore IoT data Share insights across teams AWS IoT Analytics lets you visualise and explore data and share insights across teams The AWS IoT Analytics interface enables collaboration and fast delivery of analytics AWS IoT CapabilitiesRequirements
  • 27. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Global Mining Company Minimises Unexpected Downtime Problem Needs to understand degradation of equipment Solution Collect data from equipment, identify potholes and other problems on mining routes that can contribute to degradation Impact Monitor equipment status, health, and performance to detect issues in real-time Asset condition monitoring
  • 28. S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  • 29. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T We built this demo to show how AWS technologies can be combined to build a 3D digital asset that can solve different use cases
  • 30. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Use Cases this Demo Addresses • Understand Asset Health • Operators have a real time view into the status and state of assets • Operation & Maintenance • Field technicians can access an interactive digital “manual” • Training • Sumerian provides a platform to build “look inside” views that can be used to train operators
  • 31. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Main parts of the demo • An IoT connected conveyor belt (built in our lab) • AWS IoT Core is used to control the operation of the conveyor belt and report conveyor operational data such as rpm and vibrations for analysis and reporting. • A Sumerian application that enables a 3D web view of the conveyor belt
  • 32. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T What is Amazon Sumerian?
  • 33. S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  • 34.
  • 35. S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  • 36. S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  • 37. High Level Architecture Overview Amazon Sumerian AWS IoT Core Amazon FreeRTOS Amazon Cognito Amazon Polly Sync Shadow Transmit Telemetry Sumerian publishes cross platform scene Syncs with conveyor shadow and updates scene based on conveyor state.
  • 38. S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.
  • 39. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T CloudWatch Cognito CloudTrail config IoT Cert IAM Asset Condition Monitoring Architecture Pinpoint AWS IoT Greengrass IoT Rule (all data) MES/SCADA Protocol conversion Email SMS Factory Machines Vision Protocol conversion Amazon QuickSight AWS IoT AnalyticsIoTRule(alerts) Jupyter Notebook Anomalies AWS IoT Core/AWS IoT Greengrass/ AWS IoT Device Management/ AWS IoT Device Defender
  • 40. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Problem Provide water filtration systems equipped with sensors to fish farms and large industrial brewing customers. Most of their customers are located in geographies with unreliable internet connectivity. They need to send data from sensors to the cloud while maintaining connection which is challenging in remote areas. Solution From Pentair’s water filtration systems, data is sent to AWS IoT Core. When connectivity is limited, AWS Greengrass provides Pentair with a local connection Impact Pentair can make decisions in near real- time that impact the health of its devices but also the health of the fish which in turn, results in better yields, prevents the spread of disease and lowers cost of operations.
  • 41. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Why AWS IoT? Broadest and deepest functionality Breadth and depth spanning the edge to the cloud, so you can build IoT applications for virtually any use case across a wide range of devices Superior integration with AI Build, train, and optimise models in the cloud, and then deploy them to the edge so that devices can get smarter over time and you can take actions as events unfold Multi-layered security Preemptive built-in device authentication, authorisation and data encryption, reactive auditing and threat detection to keep your devices, fleets, and data secure Proven experience at scale Most scalable, secure, and proven cloud infrastructure that supports the largest volume of data coming from millions of different devices and billions of messages
  • 42. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I T Thank you! S U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved. Enda Kenny Email: endakenn@amazon.com
  • 43. © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.S U M M I TS U M M I T © 2019, Amazon Web Services, Inc. or its affiliates. All rights reserved.