1.
#ATAGTR2020
As a author of this presentation I/we own the copyright and confirm the originality of the content. I/we allow Agile testing alliance to use the content for social media marketing, publishing it on ATA Blog or ATA social medial
channels(Provided due credit is given to me/us)
#ATAGTR2020
As a author of this presentation I/we own the copyright and confirm the originality of the content. I/we allow Agile testing alliance to use the content for social media marketing, publishing it on ATA Blog or ATA social medial
channels(Provided due credit is given to me/us)
Holistic approach to IoT
testing
Dhananjay Buva
Pradnya Patil

2.
#ATAGTR2020
As a author of this presentation I/we own the copyright and confirm the originality of the content. I/we allow Agile testing alliance to use the content for social media marketing, publishing it on ATA Blog or ATA social medial
channels(Provided due credit is given to me/us)
#ATAGTR2020
As a author of this presentation I/we own the copyright and confirm the originality of the content. I/we allow Agile testing alliance to use the content for social media marketing, publishing it on ATA Blog or ATA social medial
channels(Provided due credit is given to me/us)
Visuals
Basic project Architecture
Holistic approach
Data flow with holistic approach
Challenges
Data Flow
Agenda

3.
#ATAGTR2020
As a author of this presentation I/we own the copyright and confirm the originality of the content. I/we allow Agile testing alliance to use the content for social media marketing, publishing it on ATA Blog or ATA social medial
channels(Provided due credit is given to me/us)
#ATAGTR2020
As a author of this presentation I/we own the copyright and confirm the originality of the content. I/we allow Agile testing alliance to use the content for social media marketing, publishing it on ATA Blog or ATA social medial
channels(Provided due credit is given to me/us)
Challenges
Data & Metadata
• Variety, volume,
velocity
• Early
detection/correction
of discrepancies
• Compatibility
• Varied definition of
correctness
Skillsets & Processes
• Knowledge of client
platform
• Statistics and fast
Big data automation
Other
• RoI and Costs
• Requirements creep
• Top-down
integration for some
metrics
• No user interface

4.
#ATAGTR2020
As a author of this presentation I/we own the copyright and confirm the originality of the content. I/we allow Agile testing alliance to use the content for social media marketing, publishing it on ATA Blog or ATA social medial
channels(Provided due credit is given to me/us)
#ATAGTR2020
As a author of this presentation I/we own the copyright and confirm the originality of the content. I/we allow Agile testing alliance to use the content for social media marketing, publishing it on ATA Blog or ATA social medial
channels(Provided due credit is given to me/us)
Basic project architecture
Storage Server
Data
Files
Data
warehouse
Client
implementati
ons , mobile
apps
Queue

5.
#ATAGTR2020
As a author of this presentation I/we own the copyright and confirm the originality of the content. I/we allow Agile testing alliance to use the content for social media marketing, publishing it on ATA Blog or ATA social medial
channels(Provided due credit is given to me/us)
#ATAGTR2020
As a author of this presentation I/we own the copyright and confirm the originality of the content. I/we allow Agile testing alliance to use the content for social media marketing, publishing it on ATA Blog or ATA social medial
channels(Provided due credit is given to me/us)
Data Flow
Generate&
Collect
Transfer Ingestion
Cleansing
Transform &
Aggregate
Storage

6.
#ATAGTR2020
As a author of this presentation I/we own the copyright and confirm the originality of the content. I/we allow Agile testing alliance to use the content for social media marketing, publishing it on ATA Blog or ATA social medial
channels(Provided due credit is given to me/us)
#ATAGTR2020
As a author of this presentation I/we own the copyright and confirm the originality of the content. I/we allow Agile testing alliance to use the content for social media marketing, publishing it on ATA Blog or ATA social medial
channels(Provided due credit is given to me/us)
Holistic Approach
Functional
Unit/Integration
• Excel
• Database queries
• API tests
System tests
• Big data tests that
verify Velocity,
Volume and Variety
• Python
• Probability/Statistic
based tests
Non-functional
• Performance
• Security
• DW upgrade/restore/
• DW archival &
disaster management
• Compatibility testing
Processes
• Auto upgrade pipeline
• Daily releases
• Extreme Automation
with fast feedback
loop
• Alert mechanism and
diagnostic data
• Log analytics
• Canary testing

7.
#ATAGTR2020
As a author of this presentation I/we own the copyright and confirm the originality of the content. I/we allow Agile testing alliance to use the content for social media marketing, publishing it on ATA Blog or ATA social medial
channels(Provided due credit is given to me/us)
#ATAGTR2020
As a author of this presentation I/we own the copyright and confirm the originality of the content. I/we allow Agile testing alliance to use the content for social media marketing, publishing it on ATA Blog or ATA social medial
channels(Provided due credit is given to me/us)
Data flow with holistic approach
Generate&
Collect
Transfer Ingestion Cleansing
Transform &
Aggregate
Storage

8.
#ATAGTR2020
As a author of this presentation I/we own the copyright and confirm the originality of the content. I/we allow Agile testing alliance to use the content for social media marketing, publishing it on ATA Blog or ATA social medial
channels(Provided due credit is given to me/us)
#ATAGTR2020
As a author of this presentation I/we own the copyright and confirm the originality of the content. I/we allow Agile testing alliance to use the content for social media marketing, publishing it on ATA Blog or ATA social medial
channels(Provided due credit is given to me/us)
Visuals

9.
#ATAGTR2020
As a author of this presentation I/we own the copyright and confirm the originality of the content. I/we allow Agile testing alliance to use the content for social media marketing, publishing it on ATA Blog or ATA social medial
channels(Provided due credit is given to me/us)
#ATAGTR2020
As a author of this presentation I/we own the copyright and confirm the originality of the content. I/we allow Agile testing alliance to use the content for social media marketing, publishing it on ATA Blog or ATA social medial
channels(Provided due credit is given to me/us)
Visuals

10.
#ATAGTR2020
As a author of this presentation I/we own the copyright and confirm the originality of the content. I/we allow Agile testing alliance to use the content for social media marketing, publishing it on ATA Blog or ATA social medial
channels(Provided due credit is given to me/us)
#ATAGTR2020
As a author of this presentation I/we own the copyright and confirm the originality of the content. I/we allow Agile testing alliance to use the content for social media marketing, publishing it on ATA Blog or ATA social medial
channels(Provided due credit is given to me/us)
Thank you
Dhananjay Buva
@DhananjayBuva
Pradnya Patil
@pradnyasamant11
https://www.linkedin.com/
in/pradnya-samant-
01518b9/
https://www.linkedin.com/
in/dhananjay-buva-
84b6017/