Since its beginning, the Performance Advisory Council aims to promote engagement between various experts from around the world, to create relevant, value-added content sharing between members. For Neotys, to strengthen our position as a thought leader in load & performance testing. During this event, 12 participants convened in Chamonix (France) exploring several topics on the minds of today’s performance tester such as DevOps, Shift Left/Right, Test Automation, Blockchain and Artificial Intelligence.
2. A day in the life of Lucie
Lucie’s Home
• Smart Appliances and Products
• Amazon Alexa & Google Home
• Smart Home Automation
Lucie’s Fitness
• Smart watch and Wearables
• Embedded Sensors
Lucie’s Car
• Telematics & Tracking Devices
• Connected Cars
Lucie's Farm house
• Precision farming & Connected
drones
• Cattle monitoring and health
checks
Lucie Go Shopping
• Personalized offers and
feedbacks
• Smart Shelves
• Automated Checkouts
Insurance Health Care
Communication
& Tech.
Retail Banking
3. Poor Performance Impact On Lucie’s life
Lucie’s Home
• Smart Appliances and Products
• Amazon Alexa & Google Home
• Smart Home Automation
Lucie’s Fitness
• Smart watch and Wearables
• Embedded Sensors
Lucie’s Car
• Telematics & Tracking
Devices
• Connected Cars
Lucie's Farm house
• Precision farming & Connected drones
• Cattle monitoring and health checks
• Smart greenhouse
Lucie Go Shopping
• Personalized offers and feedbacks
• Smart Shelves
• Automated Checkouts
Delayed response / alert to the
security systems will result in
theft / security breach
Slow data transmission leads
to malfunctioning of
appliances
Poor device performance will
drain battery
Slower data transmission to
the target systems that do
hourly calculations on health
data will provide invalid
health data
IoT Platform need to support
huge volume of vehicles
Inadequate traffic data on
time / slowness leads to
excessive fuel and battery
usage
Crop monitoring systems
slowness can reduce the crop
health and production
Insufficient / Slow data
transmission will result in
wastage of natural resources
Payment failures due to
timeouts and slow systems
Unable to do competitive
pricing analysis on time
Did You
KNOW
By 2024
?
75
Billion
$6
Trillion
> 400
Zeta
Bytes Per
Year
3X
Increase
in data
traffic
Connected
Devices
Economic
Impact
Data generated
by IoT Devices
In Cloud & Data
centers
44% 38%38% 35%33% 23%
Energy and utilities
Healthcare and pharma
Retail
Manufacturing
Transport and logistics
Automotive
Consumer electronics
THE IOT ADOPTION
42%
4. Internet of things(IoT)
“IoT
is Not a
Technology,
rather it is
an ecosystem for
building
use cases”
Things/Process
(Data)
People
(Value)
Power efficiency
Light Weight
Communication
Huge Data Volume
Seamless User
Experience
Personalized Value
Multiple Touch
points
Cloud/Platform
(Computing)
5. IoT’s Ingrédients
Protocol Communication IoT Platform User Experience
Network
management
Mobile development
Management
Gateway
Data
Collection
Log
Collection
Device
Management
Content
Management
Config
Management
Alert
Notification
Rule
Engine
Data
Analytics
Social
Analytics
3rd Party
Integration
Payment Gateway
Integration
Performance
Management &
Tuning
HMI
Interface
Hybrid Apps
Porting
Subscription
Management
Predictive
Maintenance
Engine
Localization
Ecosystem
Simulation
Cloud
Deployment &
Management
Verification
& Validation
6. Key Challenges & Solutions for Performance
Assurance of IoT systems
7. Protocol Layer
Protocol Layer
Communication
Layer
IoT Platform Layer
User Experience
Layer
Key Challenges
• Diverse platforms, protocols, languages & technologies
• Lack of standardization, complex use cases and ecosystems
• Interoperability
Solutions
Leverage Industry standard tools/Build custom frameworks
Intelligent data simulation model
Create right infrastructure
A leading US based truck manufacturer implementing
telematics solution for Vehicle Diagnostics and Fleet
Management was grappling with the challenge of scaling 10K
Vehicle devices sending UDP packets every 3 secs
Case-In
Point
8. Communication Layer
Protocol Layer
Communication
Layer
IoT Platform Layer
User Experience
Layer
Key Challenges
• Multiple devices connect using different network or medium
like GSM, BLE, WiFi, LAN, ZigBee etc.
• Monitoring of Infrastructure, Gateways, Devices
Solutions
Network condition emulators to mimic real-word scenario
Identify tools that support the various data link protocols
A leading pest control service provider implementing IoT
solution to provide proactive pest management service
through unmanned control panels sending consolidated
sensor data to central server communicating through 2G/3G
networks.
Case-In
Point
9. IoT PlatformLayer
Protocol Layer
Communication
Layer
IoT Platform Layer
User Experience
Layer
Key Challenges
• Concurrent devices, Humongous data ingestion and Variety of
device payload
• Scalability of IoT platform
• Integration with Enterprise applications
Solutions
Monitor/Certify performance of each component
Automated Test data provisioning
Integrated Performance & Resilience Testing
Heavy construction , machinery and equipment company
implementing IoT solution for predictive maintenance trying
to scale the solution to 2 Mn Assets with 20Mn messages
Case-In
Point
10. User ExperienceLayer
Protocol Layer
Communication
Layer
IoT Platform Layer
User Experience
Layer
Key Challenges
• Consistent user experience for multi-device implementation
• Context and Personalized services
• High quality data visualization and real time analytics
Solutions
Client side performance validation on devices and access points
End to End Automated Performance Testing
A leading mass media, cable and broadcasting company is
launching “Smart Home” initiative trying to provide a seamless
user experience and a scalable IoT solution for 750K
subscribers
Case-In
Point
11. OptimalPerformanceTest StrategyMap for IoT
DEVICE
HARDWARE
DEVICE
SOFTWARE
COMMUNICATIONS CLOUD
PLATFORM
USER
APPLICATIONS
DATA
ANALYTICS
Device Profiling –
API Performance and scalability
End to End Performance Testing
Network
performance
analysis under
varied network
conditions
Platform scalability assessment
Resiliency validation
Database performance analysis
Web app
performance & Cx.
Validation
An optimal performance test strategy assures high performance and faster
time to market
12. Way forwardin testingIoT
Industry 4.0
Edge Computing
5G
Integration with
Emerging technology
Improved and efficient algorithms
to define the automation process
Self-optimization and Self-
diagnosis systems
Intelligent manufacturing systems
Advanced hardware accelerations
Reduced data transmission and
Improved Performance
Improved cloud integration with devices
Increased data rate will result in
more number of connected devices
Requirements for servers with
massive load handling capacity
Integration with Cloud Service
Providers
Advanced machine learning
techniques for smart management
Susan's home:
Smart appliances connected to the Internet
Home is equipped with smart alarms and connected surveillance cameras
Amazon alexa is controlling the home's thermostat to adjust the temperature
Smart bulb and switches save energy via automated controls
Lucie's smart cooker sends notification of the food being prepared
Lucie's Fitness:
Smart watch tracks and sends her health information
Reports her sleeping pattern information
Sends data to her medical advisor
Sends data to the hospital to analyze and provide early warning
Lucie's Car:
Sends data about the driving patterns for Insurance
Sends car engine parts information to do proactive maintenance
Collects route information to provide traffic recommendations
Lucie go Shopping:
Shop tracks and analyze Lucie's interests and sends special offers
IoT devices provide instant customer feedbacks for retailer actions
Connected devices in the to provide competitive pricing comparisons
The store has smart shelves to monitor the inventory
Lucie's mobile anables automated checkout
Lucie's Farm house:
Lucie follows precision farming with IoT sensors and controls
Connected drones monitor the crop health and soil field
IoT devices perfom Cattle monitoring and health checks
Also Lucie has a smart greenshouse to eliminate manual monitoring
Lucie's manufacturing unit:
Sends equipement health information to field engineers
Monitorins the supply chain process for any deviations
Employess safety monitoring using sensors
The unit follws fleet management during transit
Lucie's City:
Sensors monitor garbage units in the city to automate maintenance
Detection of water leakages for quick fix
Smart signals adjust their timing to accommodate commutes and holiday traffic
City has connected control that turn every camera attached to the system into a sensor