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#ATAGTR2023 was the 8th Edition of Global Testing Retreat.
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This talk introduces the landscape and challenges of predictive maintenance applications in the industry, illustrates how to formulate (data labeling and feature engineering) the problem with three machine learning models (regression, binary classification, multi-class classification) using a publicly available aircraft engine run-to-failure data set, and showcases how the models can be conveniently trained and compared with different algorithms in Azure ML.
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#ATAGTR2023 was the 8th Edition of Global Testing Retreat.
To know more about #ATAGTR2023, please visit: https://gtr.agiletestingalliance.org/
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U. J o h n Tan i k P h .D. Apri l 2 014 SOF.docxouldparis
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Apri l 2 014
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ENGINEERING DESIGN PROCESS
C Y B E R - P H Y S I C A L S Y S T E M S A P P L I C AT I O N S U T I L I Z I N G
B I G DATA A N D T H E S E M A N T I C W E B
A c a d e m i c B a c k g r o u n d
N A S A o u t r e a c h
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V e r i f i c a t i o n a n d V a l i d a t i o n ( V & V )
S T E M s t u d e n t p r o j e c t s ( s e n i o r d e s i g n a n d g r a d u a t e w o r k )
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A x i o m a t i c D e s i g n P r o c e s s
D e s i g n M a t r i x
D e p e n d e n c y S t r u c t u r e M a t r i x ( D S M )
Q u a l i t y F u n c t i o n D e p l o y m e n t ( Q F D )
S o f t w a r e E n g i n e e r i n g B o d y o f K n o w l e d g e ( S W E B O K )
S R S - I E E E 8 3 0
S D D - I E E E 1 0 1 6
P M P - I E E E 1 0 5 8
A r c h i t e c t u r e a n d d e t a i l e d d e s i g n
A p p l i c a t i o n / I n f o r m a t i o n / S y s t e m s / O O
U n i f i e d M o d e l i n g L a n g u a g e ( U M L )
C o s t e s t i m a t i o n
I n d u s t r i a l I n t e r n e t
C y b e r - p h y s i c a l s y s t e m s
B i g D a t a
S e m a n t i c W e b
A p p l i c a t i o n s
C P S d e s i g n a u t o m a t i o n
P 4 m e d i c i n e C P S , B i g D a t a , S e m a n t i c W e b
C l i n i c a l d e c i s i o n s u p p o r t s y s t e m s ( C D S S )
2
OVERVIEW
P u r d u e U n i v e r s i t y Fo r t Wa y n e ( I P F W )
Assistant Professor of Software/Systems Engineering
Information Analytics and Visualization Center of Excellence award to Dept for ABET
Accreditation success in curriculum development
Applied Cyber-physical Sys tems book published
CPS grants panelist for NSF
Published CPS design automation in Journal of Innovation Management
UA B / N A S A Fe l l o w s h i p Tr a i n i n g ( M a r s h a l l S p a c e F l i g h t C e n t e r )
Ph.D. Computer Engineering
Architecting Automated Design Sys tems book published
Dr. Grimes, advising on Dissertation, has over 70 patents from Bell labs
U n i v e r s i t y o f A l a b a m a a t B i r m i n g h a m ( UA B )
M.S.E.E. Electrical Engineering (Kauf fman Scholarship)
Systems/Enterprise Engineering awards/conferences
Dr. Kozmetsky (IC2 Institute) advising at Society for Design and Process Science Conference
U n i v e r s i t y o f Tex a s a t A u s t i n / S M U ( P r e s i d e n t i a l S c h o l a r s h i p )
B.S.E.E. Electrical Engineering
Alcatel Networks internships (Network Simulation Center)
3
ACADEMIC BACKGROUND
Forme r N A SA Fe l low d eveloping S ...
#Interactive Session by Anindita Rath and Mahathee Dandibhotla, "From Good to...Agile Testing Alliance
#Interactive Session by Anindita Rath and Mahathee Dandibhotla, "From Good to Great: Enhancing Testability in Software Testing " at ATAGTR2023
#ATAGTR2023 was the 8th Edition of Global Testing Retreat.
To know more about #ATAGTR2023, please visit: https://gtr.agiletestingalliance.org/
#Interactive Session by Ajay Balamurugadas, "Where Are The Real Testers In T...Agile Testing Alliance
#Interactive Session by Ajay Balamurugadas, "Where Are The Real Testers In The Age of AI? " at ATAGTR2023
#ATAGTR2023 was the 8th Edition of Global Testing Retreat.
To know more about #ATAGTR2023, please visit: https://gtr.agiletestingalliance.org/
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In this talk, we plan to explain some general tech considerations that developers need to be aware of while building a micro-frontends application. This comes from my year-long experience in building a micro-frontends application in a geographically distributed team. I will share some approaches and practices that worked for us and things that were learned from them!
Supercharge your data analytics with BigQueryMárton Kodok
Powering interactive data analysis require massive architecture, and Know-How to build a fast real-time computing system. BigQuery solves this problem by enabling super-fast, SQL-like queries against petabytes of data using the processing power of Google’s infrastructure. We will cover its core features, creating tables, columns, views, working with partitions, clustering for cost optimizations, streaming inserts, User Defined Functions, and several use cases for everydaay developer: funnel analytics, behavioral analytics, exploring unstructured data.
The other part will be about BigQuery ML, which enables users to create and execute machine learning models in BigQuery using standard SQL queries. BigQuery ML democratizes machine learning by enabling SQL practitioners to build models using existing SQL tools and skills. BigQuery ML increases development speed by eliminating the need to move data.
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In this talk, we plan to explain some general tech considerations that developers need to be aware of while building a micro-frontends application. This comes from my year-long experience in building a micro-frontends application in a geographically distributed team. I will share some approaches and practices that worked for us and things that were learned from them!
A Taxonomy of Clustering, or, No Container is an IslandTed M. Young
Covers the evolution from static deployments using individual Docker containers, to dynamic deployments in Kubernetes and Mesos, with a taxonomy of clustering, i.e., what's important about cluster managers.
Talk given at the Software Development & Evolution Conference in Winnipeg, Manitoba, Canada on November 2nd, 2015.
Vector relationships in partnering simulations help to deploy complex lens and window relationships. LIFT and LIFE certifications supply access to Cloud-Star portal arrangements in the Glass system.
Part I City Scale: Vector relationships in partnering simulations help to deploy complex lens and window relationships. LIFT and LIFE certifications supply access to Cloud-Star portal arrangements in the Glass system.
U. J o h n Tan i k P h .D. Apri l 2 014 SOF.docxouldparis
U. J o h n Tan i k
P h .D.
Apri l 2 014
SOFT WARE/SYSTEMS
ENGINEERING DESIGN PROCESS
C Y B E R - P H Y S I C A L S Y S T E M S A P P L I C AT I O N S U T I L I Z I N G
B I G DATA A N D T H E S E M A N T I C W E B
A c a d e m i c B a c k g r o u n d
N A S A o u t r e a c h
E n g i n e e r i n g V - m o d e l
V e r i f i c a t i o n a n d V a l i d a t i o n ( V & V )
S T E M s t u d e n t p r o j e c t s ( s e n i o r d e s i g n a n d g r a d u a t e w o r k )
D e s i g n p h a s e s , s t a n d a r d s , s c o p i n g
I E E E 1 2 2 0 7
R a t i o n a l U n i f i e d P r o c e s s ( R U P )
A x i o m a t i c D e s i g n P r o c e s s
D e s i g n M a t r i x
D e p e n d e n c y S t r u c t u r e M a t r i x ( D S M )
Q u a l i t y F u n c t i o n D e p l o y m e n t ( Q F D )
S o f t w a r e E n g i n e e r i n g B o d y o f K n o w l e d g e ( S W E B O K )
S R S - I E E E 8 3 0
S D D - I E E E 1 0 1 6
P M P - I E E E 1 0 5 8
A r c h i t e c t u r e a n d d e t a i l e d d e s i g n
A p p l i c a t i o n / I n f o r m a t i o n / S y s t e m s / O O
U n i f i e d M o d e l i n g L a n g u a g e ( U M L )
C o s t e s t i m a t i o n
I n d u s t r i a l I n t e r n e t
C y b e r - p h y s i c a l s y s t e m s
B i g D a t a
S e m a n t i c W e b
A p p l i c a t i o n s
C P S d e s i g n a u t o m a t i o n
P 4 m e d i c i n e C P S , B i g D a t a , S e m a n t i c W e b
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OVERVIEW
P u r d u e U n i v e r s i t y Fo r t Wa y n e ( I P F W )
Assistant Professor of Software/Systems Engineering
Information Analytics and Visualization Center of Excellence award to Dept for ABET
Accreditation success in curriculum development
Applied Cyber-physical Sys tems book published
CPS grants panelist for NSF
Published CPS design automation in Journal of Innovation Management
UA B / N A S A Fe l l o w s h i p Tr a i n i n g ( M a r s h a l l S p a c e F l i g h t C e n t e r )
Ph.D. Computer Engineering
Architecting Automated Design Sys tems book published
Dr. Grimes, advising on Dissertation, has over 70 patents from Bell labs
U n i v e r s i t y o f A l a b a m a a t B i r m i n g h a m ( UA B )
M.S.E.E. Electrical Engineering (Kauf fman Scholarship)
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Dr. Kozmetsky (IC2 Institute) advising at Society for Design and Process Science Conference
U n i v e r s i t y o f Tex a s a t A u s t i n / S M U ( P r e s i d e n t i a l S c h o l a r s h i p )
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The field of Information retrieval (IR) is currently undergoing a transformative shift, at least partly due to the emerging applications of generative AI to information access. In this talk, we will deliberate on the sociotechnical implications of generative AI for information access. We will argue that there is both a critical necessity and an exciting opportunity for the IR community to re-center our research agendas on societal needs while dismantling the artificial separation between the work on fairness, accountability, transparency, and ethics in IR and the rest of IR research. Instead of adopting a reactionary strategy of trying to mitigate potential social harms from emerging technologies, the community should aim to proactively set the research agenda for the kinds of systems we should build inspired by diverse explicitly stated sociotechnical imaginaries. The sociotechnical imaginaries that underpin the design and development of information access technologies needs to be explicitly articulated, and we need to develop theories of change in context of these diverse perspectives. Our guiding future imaginaries must be informed by other academic fields, such as democratic theory and critical theory, and should be co-developed with social science scholars, legal scholars, civil rights and social justice activists, and artists, among others.
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
#Interactive Session by Ashwini Lalit, RRR of Test Automation Maintenance" at #ATAGTR2023.
1. G lobal Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
R E D U C E R E U S E R E C Y C L E ( RRR)
O F
T E S T A U T O M A T I O N M A I N T E N A N C E
Ashwini Lalit
Global Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
2. G lobal Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
R E D U C E R E U S E R E C Y C L E ( RRR)
O F
T E S T A U T O M A T I O N M A I N T E N A N C E
Global Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
● Test Evangelist
● Speaker at community meet-ups
● Product Quality Engineering across product lines
@NimbleWork
● BDD Practitioner
● Training teams for continuous improvement,
continuous testing, Microservices Testing strategy,
building robust, reliable, and high-quality
software solutions
● Urban Farming enthusiast
Ashwini Lalit
Senior Manager - Product Quality
NimbleWork, Inc
3. G lobal Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
R E D U C E R E U S E R E C Y C L E ( RRR)
O F
T E S T A U T O M A T I O N M A I N T E N A N C E
Global Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
N i m b l e W o r k , I n c
An AI-powered Adaptive Project and Work
Management product company.
4. G lobal Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
Image Reference - https://www.indiatvnews.com/entertainment/regional-cinema/rrr-motion-poster-film-601302
5. G lobal Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
VA L U E S
Friends with similar values and
initial distrust
They are two different but
complementary personalities who make a
formidable team and inspire many
people.
Image Reference - https://economictimes.indiatimes.com/news/new-updates/netizens-criticise-bafta-awards-on-twitter-for-not-
nominating-and-awarding-rrr-read-here/articleshow/98090880.cms
6. G lobal Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
JOIN HANDS FOR COMMON
MISSION
Bhim and Raju plan their final attack on Scott’s fortress and sacrifice their lives for the
freedom of our country
Image Reference - https://www.imdb.com/title/tt8178634/mediaviewer/rm3319999233?ref_=ttmi_mi_all_sf_20nominating-and-awarding-
rrr-read-here/articleshow/98090880.cms
7. G lobal Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
G lobal Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
K EY
TAKEAWAYS
• Reduce-Reuse-Recycle tools and
techniques between development and
testing
• Key takeaways
1. Simple practical tips of clean coding
practices, checklists for environments
2. Tools and Techniques at grass root level
3. Agile upstream and downstream value
streams that help in-sprint automation.
8. G lobal Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
A G E N DA
1
3
2
4
Analysis - Test Automation Strategy
Overall layering of test, objective wise,
ease debugging and fail fast system,
Design - Automation Framework Development
Helps develop software that can run
automated tests on CI/CD pipeline
Coding - Automation Script Development
Living documentation of system in production.
These need to be updated and maintained on an
ongoing basis
Testing - Test Environment & Playback
Playback system and configuration to develop a
fast feedback system on CI/CD pipeline
9. G lobal Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
A G E N DA
1
Analysis - Test Automation Strategy
Overall layering of test, objective wise,
ease debugging and fail fast system,
Collaborate
CommonVisual Board
Collaborate for
Test Pyramid
Image Reference - https://wallpaperaccess.com/rrr
https://martinfowler.com/bliki/images/testPyramid/test-pyramid.png
https://www.pinclipart.com/downpngs/iTTbTm_kanban-board-kanban-png-clipart/
10. G lobal Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
Dependencies
SUT
Tests/Scripts
Test
Framework
TEST SETUP
• Complexity of test setup
• Test Environment & Dependencies
• Initial investment in implementation
• Timespan of test execution
SUT
• Granularity of SUT
• Dependencies needed
T E S T AU T O M AT I O N S T R AT E G Y
11. G lobal Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
G lobal Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
Component Tests
Integration Tests
End to End
Contract Tests
UnitTests
Reference - https://martinfowler.com/articles/microservice-testing/
Number
of
Tests
Size
of
SUT
Test
Setup
Complexity
Key is to REDUCE no of UI/Functional TEST.
12. G lobal Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
G lobal Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
T E S T A U T O M A T I O N
S T R A T E G Y
REUSE AgileValue stream to collaborate
Single source of truth; make work visible
13. G lobal Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
A G E N DA
1
2
Analysis - Test Automation Strategy
Overall layering of test, objective wise,
ease debugging and fail fast system,
Design - Automation Framework Development
Helps develop software that can run
automated tests on CI/CD pipeline
LAYERED ARCHITECTURE
Image Reference - https://filmcolossus.com/rrr-explained-10-shots/
https://miro.medium.com/v2/resize:fit:1191/1*jNx5bZR301i1gb4Dq
_qzMQ.png
14. G lobal Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
REUSable Components/Keywords/Utilities
Business API
Domain Function
Library
Tool Layer
Using
Tool/SELENIUM
Built In API
Control
Library
Interface
Tool Layer
Make use of SELENIUM built in APIs to
interact with UI components in rendered
DOM
Control Layer
with enhanced reporting,logging and exception
handling of events
Business API (Keywords) /
POM (Selenium)
Scenario
Business case Script / Gherkin (Cucumber)
D E S I G N
A U T O M A T I O N F R A M E W O R K D E V E L O P M E N T
2
15. G lobal Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
A G E N DA
1
3
2
4
Analysis - Test Automation Strategy
Overall layering of test, objective wise,
ease debugging and fail fast system,
Design - Automation Framework Development
Helps develop software that can run
automated tests on CI/CD pipeline
Coding - Automation Script Development
Living documentation of system in production.
These need to be updated and maintained on an
ongoing basis
Testing - Test Environment & Playback
Playback system and configuration to develop a
fast feedback system on CI/CD pipeline
SYSTEMATICWORKFLOW
Image Reference -https://wallpaperaccess.com/rrr
https://testsigma.com/tools/desktop-automation-tools/
16. G lobal Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
S C R I P T
D E V E L O P M E N T
Reuse TDD – BDD
Reusable classes
Recycle test data (setup, tear down)
01 | Scenario/Test clarity in terms of functionality
02 | Clarity of Test Data
03 | New API/Keywords/Classes
04 | Plan for code-test-publish
https://learning-center.homesciencetools.com/wp-content/uploads/butterfly-life-cycle-thumbnail-1280x720.jpg
17. G lobal Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
S C R I P T
D E V E L O P M E N T
Reuse TDD – BDD
Reusable classes
Recycle test data (setup, tear down)
Define Scenarios
Define Data Plan
Develop new Business API /
POM
Test the Script/Feature file
Push for Playback on
CI/CD
Define Script/Step
definitions
01 | Scenario/Test clarity in terms of functionality
02 | Clarity of Test Data
03 | New API/Keywords/Classes
04 | Plan for code-test-publish
https://learning-center.homesciencetools.com/wp-content/uploads/butterfly-life-cycle-thumbnail-1280x720.jpg
18. G lobal Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
S C R I P T D E V E L O P M E N T
19. G lobal Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
S C R I P T D E V E L O P M E N T C H E C K L I S T
Avoid Data Dependency
Small static, random,
REST, Prod copy, distinct
Avoid Lengthy Scripts
Single purpose, easy to
debug
Business Language
Self explanatory
scenarios, data,API, Class
20. G lobal Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
A G E N DA
1
3
2
4
Analysis - Test Automation Strategy
Overall layering of test, objective wise,
ease debugging and fail fast system,
Design - Automation Framework Development
Helps develop software that can run
automated tests on CI/CD pipeline
Coding - Automation Script Development
Living documentation of system in production.
These need to be updated and maintained on an
ongoing basis
Testing - Test Environment & Playback
Playback system and configuration to develop a
fast feedback system on CI/CD pipeline
Image Reference - https://thecinemaholic.com/where-was-rrr-filmed/
https://previews.123rf.com/images/iqoncept/iqoncept1510/iqoncept1
51000068/46722299-sanity-check-mark-in-box-to-illustrate-
21. G lobal Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
G lobal Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
Bare Metal Machine
● Correct version of
software installed
● Startup, scheduled
events stopped
● Anti virus popup
stopped
● Auto Upgrade paused
EC2 Machine
● CPU, Mem , network
resource allocation
depending on suite size
● Logs and test results data
persistence post playback
to s3 or DB
Containerized
● Required
dependencies libraries
are mapped in docker
compose
● Mounting referenced
files
T E S T E N V I RO N M E N T
DEV QA UAT environments are replicas standardized and reused. Spawned and escalated if
previous stage succeeds. Unit, Service, functional Sequence runs parallel to perf and security.
Environment sanitization is key
22. G lobal Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
A G E N D A
1
3
2
4
Analysis - Test Automation Strategy
Overall layering of test, objective wise,
ease debugging and fail fast system,
Design - Automation Framework Development
Helps develop software that can run
automated tests on CI/CD pipeline
Coding - Automation Script Development
Living documentation of system in production.
These need to be updated and maintained on an
ongoing basis
Testing - Test Environment & Playback
Playback system and configuration to develop a
fast feedback system on CI/CD pipeline
INSTITUTIONALIZE
BEST PRACTICES
Image Reference -https://filmcolossus.com/rrr-explained-10-shots/
https://cdn-icons-png.flaticon.com/512/8555/8555318.png.jpg
23. G lobal Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
G lobal Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
R R R O F D E V P R A C T I C E S
Lesser the better Earlier the better Be watchful throughout Continuously
Code Test Maintain Measure
• IDE Plugin for Coding
Conventions
• SONAR Scan
• DSL Layer publish to
nexus
• Version control -
snapshots
• Merge Request
Review process
• Follow layered
approach, test the test
script
• Do not put it in
mainline till it passes
locally
• Newly publish test
observe for a specified
time in mainline
• Track broken windows
• Tech Debt clearance
week
• Stop the pipeline if
failures more than cut-off
• Don't run DEFECTs
impacted scripts till fixed
• Separate out FLAKY test.
• Time per script
• SuiteTime`
• Pass-Fail %
• GenuineVs Non-Genuine
Failures
• Code/Module Coverage,
tools like Drill4J
• Trend Analysis –
ReportPortal.io
• Log Analytics using
Grafana-Prometheus
24. G lobal Testing Retreat #ATAGTR2023
2, 3 & 8, 9 December 2023
'Reduce' the redundancy of your test scripts
'Reuse' existing automation components
'Recycle' your knowledge for more efficient and sustainable testing
T H A N K YO U