Avik and Gautam delivered a Lightning Talk on Non-Functional Testing of Chatbots at #ATAGTR2020
ATAGTR2020 was the 5th Edition of Global Testing Retreat.
Avik has 10 years of experience as a Non-Functional Testing (NFT) enthusiast and is associated with Cognizant’s NFT CoE.
Gautam has 10+ years in performance testing & engineering. He is an agile enthusiast & passionate learner who is always on the lookout to learn & implement new technologies & tools.
The video recording of the session is now uploaded on the following link: https://youtu.be/yHJ53hTP1Qo
To know more about #ATAGTR2020, please visit: https://gtr.agiletestingalliance.org/
Sanket Mali & Sowjanya Asapu delivered a Lightning Talk on "Multiplatform Test Automation Framework Solution with CI/CD model" at ATAGTR2020
ATAGTR2020 was the 5th Edition of Global Testing Retreat.
Sanket has 7+ years of experience in Software Quality Assurance specializing in Test Automation.
Sowjanya is a Test Automation Lead with 10 years of QA experience in the IT industry.
The video recording of the session is now available on the following link: https://youtu.be/yyKz8nVF-j8
To know more about #ATAGTR2020, please visit: https://gtr.agiletestingalliance.org/
#ATAGTR2018 Presentation "Machine Learning as a decision support system for Q...Agile Testing Alliance
Kaushik Raghavan who is a Project Advisor @ RISE Group at Indian Institute of Technology, conducted a Session on "Machine Learning as a decision support system for QA Professionals." at Global Testing Retreat #ATAGTR2018
please refer our linkedin post for session details
https://www.linkedin.com/pulse/machine-learning-decision-support-system-qa-kaushik-alliance/
#ATAGTR2018 Presentation " Security Testing for RESTful APIs" By Anuradha Raman Agile Testing Alliance
Anuradha Raman who is a QA Lead at Encore Software Services took a Session on "Security Testing for RESTful APIs" at Global Testing Retreat #ATAGTR2018
please refer our linkedin post for session details
https://www.linkedin.com/pulse/security-testing-restful-apis-anuradha-raman-agile-testing-alliance/
#ATAGTR2019 Presentation "Re-imagining Quality Assurance in the age of Digiti...Agile Testing Alliance
Nilanjan Chanda who is a Associate Director – Projects at Cognizant Technology Solutions along with Sibsankar Majumder who is a Manager – Projects at Cognizant Technology Solutions took a Session on "Re-imagining Quality Assurance in the age of Digitization: With Customer Centricity at the Core" at Global Testing Retreat #ATAGTR2019
Please refer our following post for session details:
https://atablogs.agiletestingalliance.org/2019/12/04/global-testing-retreat-atagtr2019-welcomes-nilanjan-chanda-as-our-esteemed-speaker/
https://atablogs.agiletestingalliance.org/2019/12/04/global-testing-retreat-atagtr2019-welcomes-sibsankar-majumder-as-our-esteemed-speaker/
#ATAGTR2018 Presentation "Design Patterns in Test Automation" By Shrinathacha...Agile Testing Alliance
Shrinathacharya L.M who is a Principal Engineer at Allscripts, conducted a Session on "Design Patterns in Test Automation" at Global Testing Retreat #ATAGTR2018
please refer our linkedin post for session details
https://www.linkedin.com/pulse/design-patterns-test-automation-shrinathacharya-lm-alliance/
Shashank Bansal is a QA engineer with over 2.8 years of experience in automation testing using Selenium and Appium. He has worked on various projects in e-commerce and finance domains for companies like Gaadi Web Tech and Sakshay Web Tech. Some of the key technologies he has experience in include Selenium, Appium, TestNG, JUnit, Cucumber, ANT, Maven and tools like Jira and Zoho. He holds an MCA degree from Galgotia's Institute of Management and Technology.
How To Design A Good A P I And Why It Matters G O O G L Eguestbe92f4
This document discusses best practices for designing application programming interfaces (APIs). It outlines that APIs can be a company's greatest asset or liability depending on their quality. The author then provides guidelines for designing good APIs, including gathering requirements, writing code that uses the API early, keeping APIs small and focused, minimizing mutability, and properly documenting the API. The document is an outline for a presentation or paper on API design.
Trailblazing the API Monitoring LandscapeSmartBear
Do you have an API monitoring strategy? Check out why you should be monitoring more than just your API endpoints, featuring guests Bill Doerrfeld of Nordic APIs and SK Bhachech from Everbridge.
Sanket Mali & Sowjanya Asapu delivered a Lightning Talk on "Multiplatform Test Automation Framework Solution with CI/CD model" at ATAGTR2020
ATAGTR2020 was the 5th Edition of Global Testing Retreat.
Sanket has 7+ years of experience in Software Quality Assurance specializing in Test Automation.
Sowjanya is a Test Automation Lead with 10 years of QA experience in the IT industry.
The video recording of the session is now available on the following link: https://youtu.be/yyKz8nVF-j8
To know more about #ATAGTR2020, please visit: https://gtr.agiletestingalliance.org/
#ATAGTR2018 Presentation "Machine Learning as a decision support system for Q...Agile Testing Alliance
Kaushik Raghavan who is a Project Advisor @ RISE Group at Indian Institute of Technology, conducted a Session on "Machine Learning as a decision support system for QA Professionals." at Global Testing Retreat #ATAGTR2018
please refer our linkedin post for session details
https://www.linkedin.com/pulse/machine-learning-decision-support-system-qa-kaushik-alliance/
#ATAGTR2018 Presentation " Security Testing for RESTful APIs" By Anuradha Raman Agile Testing Alliance
Anuradha Raman who is a QA Lead at Encore Software Services took a Session on "Security Testing for RESTful APIs" at Global Testing Retreat #ATAGTR2018
please refer our linkedin post for session details
https://www.linkedin.com/pulse/security-testing-restful-apis-anuradha-raman-agile-testing-alliance/
#ATAGTR2019 Presentation "Re-imagining Quality Assurance in the age of Digiti...Agile Testing Alliance
Nilanjan Chanda who is a Associate Director – Projects at Cognizant Technology Solutions along with Sibsankar Majumder who is a Manager – Projects at Cognizant Technology Solutions took a Session on "Re-imagining Quality Assurance in the age of Digitization: With Customer Centricity at the Core" at Global Testing Retreat #ATAGTR2019
Please refer our following post for session details:
https://atablogs.agiletestingalliance.org/2019/12/04/global-testing-retreat-atagtr2019-welcomes-nilanjan-chanda-as-our-esteemed-speaker/
https://atablogs.agiletestingalliance.org/2019/12/04/global-testing-retreat-atagtr2019-welcomes-sibsankar-majumder-as-our-esteemed-speaker/
#ATAGTR2018 Presentation "Design Patterns in Test Automation" By Shrinathacha...Agile Testing Alliance
Shrinathacharya L.M who is a Principal Engineer at Allscripts, conducted a Session on "Design Patterns in Test Automation" at Global Testing Retreat #ATAGTR2018
please refer our linkedin post for session details
https://www.linkedin.com/pulse/design-patterns-test-automation-shrinathacharya-lm-alliance/
Shashank Bansal is a QA engineer with over 2.8 years of experience in automation testing using Selenium and Appium. He has worked on various projects in e-commerce and finance domains for companies like Gaadi Web Tech and Sakshay Web Tech. Some of the key technologies he has experience in include Selenium, Appium, TestNG, JUnit, Cucumber, ANT, Maven and tools like Jira and Zoho. He holds an MCA degree from Galgotia's Institute of Management and Technology.
How To Design A Good A P I And Why It Matters G O O G L Eguestbe92f4
This document discusses best practices for designing application programming interfaces (APIs). It outlines that APIs can be a company's greatest asset or liability depending on their quality. The author then provides guidelines for designing good APIs, including gathering requirements, writing code that uses the API early, keeping APIs small and focused, minimizing mutability, and properly documenting the API. The document is an outline for a presentation or paper on API design.
Trailblazing the API Monitoring LandscapeSmartBear
Do you have an API monitoring strategy? Check out why you should be monitoring more than just your API endpoints, featuring guests Bill Doerrfeld of Nordic APIs and SK Bhachech from Everbridge.
Lavanya Kalaiselvan and Arnab Majumdar delivered a session on "Redefining DevOps for seamless performance testing" at ATAGTR2020
ATAGTR2020 was the 5th Edition of Global Testing Retreat.
Lavanya has over decade experience in software industry. She assure quality applications and always delighted about sharing the acquired knowledge.
Arnab has nearly 11 years of experience of Software Quality Assurance in IT services primarily working as a Non-Functional Test Analyst.
The video recording of the session is now available on the following link: https://youtu.be/PpUrU65i7xw
To know more about #ATAGTR2020, please visit: https://gtr.agiletestingalliance.org/
#ATAGTR2019 Presentation "Blockchain and Continuous Testing" By Rutvikkumar MrugAgile Testing Alliance
Rutvikkumar Mrug who is a Associate Director at Cognizant Technology Solutions took a Session on "Blockchain and Continuous Testing" at Global Testing Retreat #ATAGTR2019
Please refer our following post for session details:
https://atablogs.agiletestingalliance.org/2019/12/04/global-testing-retreat-atagtr2019-welcomes-rutvikkumar-mrug-as-our-esteemed-speaker/
#ATAGTR2020 Presentation - Relish your journey to Software Testing MasterchefAgile Testing Alliance
The document discusses a presentation about the journey to becoming a software testing master chef. It provides an overview of IBM Cloud Paks for Integration and Data, including the components included. It then discusses a use case of using these products to analyze customer spending history and behaviors. It outlines the testing methodology and challenges encountered with the products, and how they were resolved to delight stakeholders. Finally, it discusses best practices for testing and collaboration to improve quality.
#ATAGTR2020 Presentation - The Splunk Integration for Futuristic NFT in DevOp...Agile Testing Alliance
Jaisudhan Selvaraj & Anil Abraham delivered a session on "The Splunk Integration for Futuristic NFT in DevOps Culture" at ATAGTR2020
ATAGTR2020 was the 5th Edition of Global Testing Retreat.
Jaisudhan has 9+ years of work experience in IT Industry focusing on Performance testing & Engineering with excellent working experience of End-to-End process and its methodology.
Anil has about 13 years of experience in Information Technology and expertise in performance testing/ performance engineering software products & delivering the required applications in a very systematic way.
The video recording of the session is now available on the following link: https://youtu.be/WKZ0AEfbHMc
To know more about #ATAGTR2020, please visit: https://gtr.agiletestingalliance.org/
#ATAGTR2020 Presentation - Case study for holistic approach to IoT testingAgile Testing Alliance
Dhananjay Buva & Pradnya Patil delivered a Lightning Talk on "Case study for holistic approach to IoT testing" at ATAGTR2020
ATAGTR2020 was the 5th Edition of Global Testing Retreat.
Dhananjay has experience leading and coaching functional, performance, security and automation testing teams and DevOps.
Pradnya is a software engineering lead at Arezzosky India, Pune. Passionate about testing, and an enthusiastic scrum master, who believes in learning through experimenting.
The video recording of the session is now available on the following link: https://youtu.be/6qseOICdCxo
To know more about #ATAGTR2020, please visit: https://gtr.agiletestingalliance.org/
#ATAGTR2020 Presentation - Speed Up Your Regression Testing Cycles with Data ...Agile Testing Alliance
The document discusses using data analytics to speed up regression testing cycles. It notes that as codebases grow, regression test suites also grow and can take hours to run, slowing integration frequency. Data analytics involves tracking test code coverage and changes to determine which tests are impacted by changes and prioritize regression testing to reduce the number of tests needed and speed up feedback. This helps improve release quality and facilitate efficient sprint planning.
#ATAGTR2019 Presentation "Delivering Cx through Continuous Performance Assura...Agile Testing Alliance
Sijo Joy who is a AVP – Performance Assurance Group at QualityKiosk Technologies along with Bulu Sahu who is a Senior Test Analyst at QualityKiosk Technologies took a Session on "Delivering Cx through Continuous Performance Assurance using ElasticSearch etc." at Global Testing Retreat #ATAGTR2019
Please refer our following post for session details:
https://atablogs.agiletestingalliance.org/2019/12/06/global-testing-retreat-atagtr2019-welcomes-sijo-joy-as-our-esteemed-speaker/
https://atablogs.agiletestingalliance.org/2019/12/06/global-testing-retreat-atagtr2019-welcomes-bulu-sahu-as-our-esteemed-speaker/
#ATAGTR2019 Presentation "Digital Assurance for Connected World" By Supriya B...Agile Testing Alliance
Supriya Bhosale who is a Project Management Consultant at Cognizant Technology Solutions along with Nilesh Kherdikar who is a Sr. Consultant at Cognizant Technology Solutions took a Session on "Digital Assurance for Connected World" at Global Testing Retreat #ATAGTR2019
Please refer our following post for session details:
https://atablogs.agiletestingalliance.org/2019/12/05/global-testing-retreat-atagtr2019-welcomes-supriya-bhosale-nilesh-kherdikar-as-our-esteemed-speaker/
Arun Kumar Dhakshinamoorthy delivered a session on "Adaptive Learner" at ATAGTR2020
ATAGTR2020 was the 5th Edition of Global Testing Retreat.
Arun is a Performance Test Analyst from Cognizant Technology Solutions who has nearly 10 years of experience in Development and Quality Assurance.
The video recording of the session is now available on the following link: https://youtu.be/h5ou0B8a0oY
To know more about #ATAGTR2020, please visit: https://gtr.agiletestingalliance.org/
#ATAGTR2019 Presentation "AI Led Intelligent Testing" By Senthilkumar Thiruma...Agile Testing Alliance
Senthilkumar Thirumalaisamy who is a Manager Automation Architect at Cognizant Technology Solutions along with Vinod Sundararaju Antony who is Director at Cognizant Technology Solutions and Santhosh Kumar Vasudevan who is a Lead System Architect at Cognizant Technology Solutions took a Session on "AI Led Intelligent Testing " at Global Testing Retreat #ATAGTR2019
Please refer our following post for session details:
https://atablogs.agiletestingalliance.org/2019/12/04/global-testing-retreat-atagtr2019-welcomes-senthilkumar-thirumalaisamy-as-our-esteemed-speaker/
https://atablogs.agiletestingalliance.org/2019/12/04/global-testing-retreat-atagtr2019-welcomes-vinod-antony-sundaraju-as-our-esteemed-speaker/
Robotic Process Automation By "Mukund Wangikar And Rohit Changedia" from Xpanxion. The presentation was done at #doppa17 DevOps++ Global Summit 2017. All the copyrights are reserved with the author
#ATAGTR2019 Presentation "Performance testing of Chatbot" By Sarah Lovely and...Agile Testing Alliance
Sarah Lovely who is a Performance Tester at Cognizant Technology Solutions along with Raja RajKaliappan who is a part of Non Functional Testing CoE at Cognizant Technology Solutions took a Session on "Performance testing of Chatbot" at Global Testing Retreat #ATAGTR2019
Please refer our following post for session details:
https://atablogs.agiletestingalliance.org/2019/12/04/global-testing-retreat-atagtr2019-welcomes-sarah-lovely-as-our-esteemed-speaker/
https://atablogs.agiletestingalliance.org/2019/12/04/global-testing-retreat-atagtr2019-welcomes-raja-rajkaliappan-as-our-esteemed-speaker/
#ATAGTR2018 Presentation "Manual and Automated Accessibility Testing Implemen...Agile Testing Alliance
Rakesh Kondreddy who is a Senior STE at Ellucian, took a Session on "Manual and Automated Accessibility testing implementation" at Global Testing Retreat #ATAGTR2018
please refer our linkedin post for session details
https://www.linkedin.com/pulse/manual-automated-accessibility-testing-implementation-alliance/
#ATAGTR2019 Presentation "Assuring Quality for AI based applications" By Vino...Agile Testing Alliance
Vinod Sundararaju Antony who is Director at Cognizant Technology Solutions along with Senthilkumar Thirumalaisamy who is a Manager Automation Architect at Cognizant Technology Solutions and Santhosh Kumar Vasudevan who is a Lead System Architect at Cognizant Technology Solutions took a Session on "Assuring Quality for AI based applications" at Global Testing Retreat #ATAGTR2019
Please refer our following post for session details:
https://atablogs.agiletestingalliance.org/2019/12/04/global-testing-retreat-atagtr2019-welcomes-vinod-antony-sundaraju-as-our-esteemed-speaker/
https://atablogs.agiletestingalliance.org/2019/12/04/global-testing-retreat-atagtr2019-welcomes-senthilkumar-thirumalaisamy-as-our-esteemed-speaker/
Addressing the challenges of delivering Microservice applications in the ente...Agile Testing Alliance
Addressing the challenges of delivering Microservice applications in the enterprise by "Sathishkanth Swarna" from "BMC". The presentation was done at #doppa17 DevOps++ Global Summit 2017. All the copyrights are reserved with the author
The document discusses architecting applications for DevOps. It begins by describing traditional monolithic architectures and their limitations in scaling. It then introduces microservices as an alternative architecture that is more modular, independent, and scalable. The key advantages of microservices like ease of deployment, reliability, and scalability are discussed. The document provides guidance on designing microservices to be independent, have separate data stores, and use containers. It argues that microservices and DevOps principles like continuous integration/delivery work well together by simplifying deployment and maintenance. The document concludes by discussing how microservice architectures can better handle sudden traffic surges using DevOps tools and cloud platforms.
#ATAGTR2019 Presentation "How analytics is reshaping testing?!" By Himani Yad...Agile Testing Alliance
Himani Yadav who is a Senior QA Engineer at Viewics, Inc along with Brijesh Deb who is a Senior Test Consultant and Agile Coach at Sogeti took a Session on "How analytics is reshaping testing?!" at Global Testing Retreat #ATAGTR2019
Please refer our following post for session details:
https://atablogs.agiletestingalliance.org/2019/12/05/global-testing-retreat-atagtr2019-welcomes-himani-yadav-as-our-esteemed-speaker/
https://atablogs.agiletestingalliance.org/2019/12/04/global-testing-retreat-atagtr2019-welcomes-brijesh-deb-as-our-esteemed-speaker/
#ATAGTR2018 Presentation "How a fortune 500 case Study Changed The Way We Do ...Agile Testing Alliance
Shweta Sharma and Prateek Jain took a session on "How a fortune 500 case study changed the way we do QA Automation" only at #ATAGTR2018
please refer our linkedin post for session details
https://www.linkedin.com/pulse/session-how-fortune-500-case-study-changed-way-we-do-qa-alliance/
Supreetha Keminje who is a Senior Software Engineer at Allscripts along with Rajneesh Goyal who is a Project Lead & Expert Quality Engineer at Allscripts took a Session on "Curtailing Automation Impediments: Refactoring Automation Framework Architecture by Leveraging design patterns and dependency injection" at Global Testing Retreat #ATAGTR2019
Please refer our following post for session details:
https://atablogs.agiletestingalliance.org/2019/12/04/global-testing-retreat-atagtr2019-welcomes-supreetha-keminje-as-our-esteemed-speaker/
https://atablogs.agiletestingalliance.org/2019/12/05/global-testing-retreat-atagtr2019-welcomes-rajneesh-goyal-as-our-esteemed-speaker/
#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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Pradnya is a software engineering lead at Arezzosky India, Pune. Passionate about testing, and an enthusiastic scrum master, who believes in learning through experimenting.
The video recording of the session is now available on the following link: https://youtu.be/6qseOICdCxo
To know more about #ATAGTR2020, please visit: https://gtr.agiletestingalliance.org/
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The document discusses architecting applications for DevOps. It begins by describing traditional monolithic architectures and their limitations in scaling. It then introduces microservices as an alternative architecture that is more modular, independent, and scalable. The key advantages of microservices like ease of deployment, reliability, and scalability are discussed. The document provides guidance on designing microservices to be independent, have separate data stores, and use containers. It argues that microservices and DevOps principles like continuous integration/delivery work well together by simplifying deployment and maintenance. The document concludes by discussing how microservice architectures can better handle sudden traffic surges using DevOps tools and cloud platforms.
#ATAGTR2019 Presentation "How analytics is reshaping testing?!" By Himani Yad...Agile Testing Alliance
Himani Yadav who is a Senior QA Engineer at Viewics, Inc along with Brijesh Deb who is a Senior Test Consultant and Agile Coach at Sogeti took a Session on "How analytics is reshaping testing?!" at Global Testing Retreat #ATAGTR2019
Please refer our following post for session details:
https://atablogs.agiletestingalliance.org/2019/12/05/global-testing-retreat-atagtr2019-welcomes-himani-yadav-as-our-esteemed-speaker/
https://atablogs.agiletestingalliance.org/2019/12/04/global-testing-retreat-atagtr2019-welcomes-brijesh-deb-as-our-esteemed-speaker/
#ATAGTR2018 Presentation "How a fortune 500 case Study Changed The Way We Do ...Agile Testing Alliance
Shweta Sharma and Prateek Jain took a session on "How a fortune 500 case study changed the way we do QA Automation" only at #ATAGTR2018
please refer our linkedin post for session details
https://www.linkedin.com/pulse/session-how-fortune-500-case-study-changed-way-we-do-qa-alliance/
Supreetha Keminje who is a Senior Software Engineer at Allscripts along with Rajneesh Goyal who is a Project Lead & Expert Quality Engineer at Allscripts took a Session on "Curtailing Automation Impediments: Refactoring Automation Framework Architecture by Leveraging design patterns and dependency injection" at Global Testing Retreat #ATAGTR2019
Please refer our following post for session details:
https://atablogs.agiletestingalliance.org/2019/12/04/global-testing-retreat-atagtr2019-welcomes-supreetha-keminje-as-our-esteemed-speaker/
https://atablogs.agiletestingalliance.org/2019/12/05/global-testing-retreat-atagtr2019-welcomes-rajneesh-goyal-as-our-esteemed-speaker/
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The introduction of DLAU and the CCB & CCX licensing model caused quite a stir in the HCL community. As a Notes and Domino customer, you may have faced challenges with unexpected user counts and license costs. You probably have questions on how this new licensing approach works and how to benefit from it. Most importantly, you likely have budget constraints and want to save money where possible. Don’t worry, we can help with all of this!
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5th Power Grid Model Meet-up
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Power Grid Model
The global energy transition is placing new and unprecedented demands on Distribution System Operators (DSOs). Alongside upgrades to grid capacity, processes such as digitization, capacity optimization, and congestion management are becoming vital for delivering reliable services.
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What to expect
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Monitoring and Managing Anomaly Detection on OpenShift
Overview
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Key Topics Covered
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10. Configuring Camel K Integrations for Data Pipelines
- Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow.
11. What is a Jupyter Notebook?
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12. Jupyter Notebooks with Code Examples
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Monitoring and Managing Anomaly Detection on OpenShift.pdf
#ATAGTR2020 Presentation - Non-Functional Testing of Chatbots
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)
Non Functional Testing of
Chatbots
Avik Chatterji
&
Gautam Kar
Cognizant Worldwide Limited
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)
Agenda
Conversational AI (Chatbots) Overview
Risk Areas in Chabot world
Performance Evaluation Area
Performance Testing Approach
Probable use of Chatbot for NFT
Challenges
Conclusion
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)
Conversational AI (Chatbots) Overview
What is Conversational AI?
Conversational AI is a smart technology
that people can interact with simply by
having a conversation, our most natural
form of interaction
To automate repetitive tasks and reduce
operational cost, increase user
experience & increase efficiency
Intelligent
Advanced software learns from past
interactions, improving responses
over time
Engaging
Enables human-like interaction
delivered through a channel that
is easily scalable
Effective
Let users perform tasks efficiently
and accurately through
conversational self service
Security & Privacy
Complies with security and privacy
requirements.
Faceless
Less importance on user interface
Cost Effective
Low maintenance cost
Why?
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)
Risk Areas in Chabot world
User Experience
Concurrency
Network speed
Geographically
distributed Users
Client-side
performance
Chatbot space is expected for a whooping growth(85%) by 2025, an early hedge position is a
must for business in order to mitigate potential risks. NFT plays a crucial role in this spec
Quick Information
Application
configurations
Poorly
performing code
Database
Infrastructure
Cloud
performance
Backend servers
health
Scalability/ Auto
scaling
Better Availability
24/7 availability
Resource
leakage
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)
Performance Evaluation Area
ClientSideCloud/OnPremiseBackend
Client Layer
UI Layer
Web API Layer
Cognitive Layer
Data Layer
Integration Layer
External System
Python
IE , Chrome etc.
HTML 5,CSS (Web Bots)
VoiceXML (VPAs)
IIS
No SQL
Web API / REST
External Systems
Web Browser (only for Web based Chatbots)
Web User Interface
Authentication / Authorization Configuration
NLP / ML Business Logic Success and Failure Logs
Postgre SQL database
API Handler
SSO Application API’s E-Mail
SMTP
DeviceLevel
Analysis
EndtoEndResponseTime
Server
Performance
APITesting
Technology (e.g.)Layers High Level Architecture NFT Analysis
Voice User Interface
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Performance Testing Approach
Device level
Analysis
& E2E Response
Time
Types of Testing
API Testing &
Server Side
Performance
Analysis
User Experience
Capture metrics such as Accuracy, Precision and Recall
Bot responsiveness Test
Measure single user end to end response time from
device/UI using Echo Simulator Script/ LR Scripts
Measure responsiveness under varying network b/w
and latency
Load and Stress testing
Validate server side responsiveness and system
resources consumption
E2E testing for web based Chatbots
Load testing through API calls
Endurance testing
Check system reliability when subjected to significant
user load for prolonged duration.
Autoscale testing
Benchmarking of Autoscale conditions(CPU limit)
Verifying fault tolerance during scale in/out situation
Single User
Device based
Concurrent Users
via Load Generators
Application Layer
Micro services Database Server
Analysis Type
Single User
Concurrent
Users
Device level Analysis
E2E Response Time for VPAs
API testing for VPAs
E2E performance testing for web-based
Chatbots
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Probable use of Chatbot for NFT
Automated Root Cause Analysis - We can use AI enabled Cognitive agents to automate root cause analysis by
feeding historic data such as response time, CPU utilization, memory utilization from server logs over time and for
different user load. If trained and fed with data for a considerable amount of time, Cognitive Agents might be
quite helpful in bottleneck analysis.
Workload Modelling - Cognitive agents can be fed and trained for workload modelling by feeding data from
source systems such as server logs or Google Analytics. It can also be trained to predict system behaviour under
the anticipated user growth so that remedial steps can be taken to evade any non-functional issues in future.
Security Analysis - Cognitive agents can be used in penetration testing and predicting any security breach.
Emails and alerts - Cognitive agents can also be trained to send automated personalized emails and alerts, once a
performance test is complete with high level observations or in case of performance metrics crossing their
optimal level.
Converting server logs into readable format with personalized touch - Cognitive Agents can be used to create
readable data with proper graphs and texts with data feed from the server logs. These graphs can be modified
and presented as per user choice and requirement as Chatbots have sentiment analysis feature.
NFR Analysis - Cognitive Agents can be trained and used to validate NFRs based on architectural and other details
Tool identification – We can design and train Chatbots to identify the right tool for a customer, based on input
data such as budget, application architecture, number of concurrent user, volume and other NFRs
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Challenges
Most platforms are proprietary with limited access
• NLP/NLU services like Diagflow, Wit.ai Or Luis are subject to constant
training & improvement. Having such non– deterministic component
i.e. for the same data we might be getting different output, makes it
extremely difficult for testing as we cant predict the exact reason for
the failures.
Design scripts for unpredictable user input
• When testing a Chatbot, either with voice or with text interface, there
are no interaction barriers for users. Websites and smartphone apps
allow predefined means of interaction with common user interface
components (clickable hyperlinks, buttons, text entry boxes, …).
Chatbots have to cover all kind of unexpected user input in a decent
way. Designing scripts to emulate this behaviour is difficult.
User accent and voice
• Non Linear output is a major concern for Chatbots with voice
interface as the Chatbots many a times have problems with the
accent and voice of the users.
Most platforms are proprietary with limited access
• API’s of NLP layer are proprietary and not all are available for testing.
Some are available but it involves significant cost as the platform
provider charge according to the number of text records that are sent
for analysis. End to end load testing for VPAs is a challenge as
cloud based platforms might not allow to generate load on
their systems
Gradual learning process
• Chatbots keeps learning from each iteration of testing and evolves
over a period of time. Therefore in the beginning , the results &
predictions will never be 100% accurate.
AI/ML needs specialization
• Chatbots combined with AI & ML can help predict by quickly going
over results, logs & application code to predict application
bottlenecks & deviation of load test results etc. However in order to
inspect through voluminous data, appropriate data models need to
be developed, for which one will require performance engineers with
considerable data science experience.
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Conclusion
Chatbot as a technology is growing faster
than expected and will impact our
everyday life in the very near future
Chatbots will be a critical part of
business strategy and digital road
map for all business across different
sectors.
To stay ahead in the race, business
need to be ready for this
technology shift and provide a
better customer experience
Non-Functional testing of Chatbots are clearly a
mandate in today’s world
But now it is time to pause and
think differently. Instead of
working to develop only
solutions, why not we embrace
this technology to develop
leading edge Non Functional
Testing Services.
It would be a wise and prudent
step to develop new non-
functional testing approach by
leveraging Chatbots , which will
replace the traditional testing
approach.
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Thanks