STAREAST 2024 - Big Data, Analytics, AI/Machine Learning for Testing | TechWell

STAREAST 2024 - Big Data, Analytics, AI/Machine Learning for Testing

Monday, April 29

Tariq King
Test IO
MJ

Full-Stack Testing for Microservices Architectures

Monday, April 29, 2024 - 1:00pm to 4:30pm

Software development is trending toward building systems using small, autonomous, independently deployable microservices. Leveraging microservices makes it easier to release software early, more frequently, and even continuously, which aligns well with Agile and DevOps. But how does the microservices architectural pattern affect software testing and testability? How can you ensure microservice-based applications have an adequate level of test coverage at each level? Does this paradigm change the test automation pyramid, and if so what does that look like? Join Tariq King as he walks...

Tuesday, April 30

Dalton Forbes
Coveros
Phil LaFrance
Coveros
TB

Supercharge Your Workflow: To GitHub and Beyond

New
Tuesday, April 30, 2024 - 8:30am to 4:30pm

Whether you are new or experienced with GitHub this class is for you! Supercharging your workflow caters to anyone who wants to enhance their Agile and DevOps process with the capabilities of GitHub. GitHub has long been the premier site for open-source projects and is now turning a pivotal corner into becoming the predominant platform for all aspects of the development lifecycle. Some examples of this include; protecting company code through various GitHub Products or curating marketplace actions and workflows prior to use. This tutorial will look at how to leverage GitHub Actions (CI/CD...

Tariq King
Test IO
TC

A Quality Engineering Introduction to AI and Machine Learning

Tuesday, April 30, 2024 - 8:30am to 12:00pm

Although there are several controversies and misunderstandings surrounding AI and machine learning, one thing is apparent — people have quality concerns about the safety, reliability, and trustworthiness of these types of systems. Not only are ML-based systems shrouded in mystery due to their largely black-box nature, they also tend to be unpredictable since they can adapt and learn new things at runtime. Validating ML systems is challenging and requires a cross-section of knowledge, skills, and experience from areas such as mathematics, data science, software engineering, cyber-security,...

Tariq King
Test IO
TJ

Prompt Engineering for Software Quality Professionals

Tuesday, April 30, 2024 - 1:00pm to 4:30pm

With the sudden rise of ChatGPT and large language models (LLMs), professionals have been attempting to use these types of tools to improve productivity. Building off prior momentum in AI for testing, software quality professionals are leveraging LLMs for creating tests, generating test scripts, automatically analyzing test results, and more. However, if LLM's are not fed good prompts describing the task that the AI is supposed to perform, their responses can be inaccurate and unreliable, thereby diminishing productivity gains. Join Tariq King as he teaches you how to craft high-quality AI...

Wednesday, May 1

Stacy Kirk photo
QualityWorks Consulting Group
K1

Fast Not Furious: The Next Era of Test Productivity

Wednesday, May 1, 2024 - 8:30am to 9:45am

The next era of testing is here, and it's crazy fast. So fast, it would no doubt infuriate those who are not ready for it. In this talk, Stacy will discuss how testing professionals should build a responsive culture without sacrificing quality or customer experience to speed. She will detail how automation and AI must be incorporated into the new industry standard. Stacy will address how expanding our impact to areas like Data Quality, FinOps, and Ethics will usher in faster advances for business value. She will define how productivity has been and should be measured so that teams...

Kevin Pyles
O.C. Tanner
W1

An AI-Partnered Testing Future—It’s Here!

Wednesday, May 1, 2024 - 11:30am to 12:30pm

Let’s be real, we are quite a ways out from AI taking over the world. AI doomsday apologists stay home! On the other hand, AI is changing everything about software creation. In this presentation, Kevin Pyles will take you on a walk down memory lane through waterfall, agile and DevOps practices, and will then introduce you to the future of software creation known as AI-Partnered Development. Let’s get practical with real-world examples of AI assisting designers, solving coding challenges and testing software right next to human testers. We will explore how AI is also involved today in...

Dmitriy Gumeniuk
EPAM Systems
W13

Unlocking the Future: Real-World Applications of 3 Open-Sourced ML Powered Tools for Test Automation

Wednesday, May 1, 2024 - 2:45pm to 3:45pm

In an era where Machine Learning (ML) and Artificial Intelligence (AI) is revolutionizing various industries, the field of test automation is no exception. This talk aims to shed light on how ML can be practically applied in test automation using open-source tools that are readily available for implementation. Join Dmitry as he explores three popular tools—Healenium, ReportPortal and Visual Regression Tracker—that leverage ML to offer innovative solutions in self-healing capabilities, testing results analysis and visual testing, respectively. You will learn about the rise of AI and ML in...

Thursday, May 2

K4

The Art of Testing Cars and Delighting Drivers

Thursday, May 2, 2024 - 8:30am to 9:30am

Welcome to the era of rolling autonomous death machines, also known as the era of the software-defined autonomous vehicle. As companies like Tesla have proven, modern car buyers value software driven experiences at a growing rate. No longer are cars just about horsepower but are now really about personalization, entertainment, and comfort. They are also all becoming at least semi-autonomous with level 4 autonomy coming within the decade. In this new world, continuous deployment and deep learning AI will change the user's experience with the modern vehicle. Even today, all modern cars...

Tom-Stiehm
Coveros
T1

Prompt Engineering for Mere Mortals

Thursday, May 2, 2024 - 9:45am to 10:45am

Prompt Engineering is a skill that anyone can develop, even mere mortals. While Generative AI can produce amazing results, it isn’t magic. You don’t need to be an AI Wizard to learn to craft effective prompts that help you leverage Generative AI in a way that helps you complete your tasks and achieve your goals and objectives. Tom will break down the terms and use everyday examples to illustrate Prompt Engineering best practices so that you can more easily navigate the nuances of Generative AI. In this session, you will learn what Prompt Engineering is and how to use it to get the best...

Tariq King
Test IO
T6

AI in Testing: A Moderated Panel Discussion

Thursday, May 2, 2024 - 9:45am to 10:45am

Artificial intelligence is the newest trend in software testing. But what is it, and how will it impact the tester's role, both today and in the future? What do you need to do to embrace this emerging technology? Tariq King will moderate this panel discussion to give you an opportunity to hear the opinions of industry leaders about AI in testing. You will have a chance to drive the debate, so come prepared with all your AI questions.

Curiosity Software
T7

Adversarial Testing for AIs: Get Ready to Fuzz Things Up!

Thursday, May 2, 2024 - 11:15am to 12:15pm

With the “AI Boom”, testing AI will be a vital skill for every tester. But, how can you test a system with few expected results or test oracles? This talk will discuss the vital skills that Quality Engineers offer to AI/ML development as well as different tools and techniques that you can use to start testing AI. Ben will discuss how you can automate “Adversarial Testing”, a technique which provides inputs to see if an AI produces undesirable responses. You will learn a technique known as “Fuzzing”, in which testing provides an array of inputs to see if a program produces a result that is...

Grigori Trofimov
Parasoft
T18

Stressed About Performance Testing? Simulate It!

Thursday, May 2, 2024 - 1:30pm to 2:30pm

Preparing your software application to handle peak loads and high-volume conditions is vital, whether your business is seasonal operations like e-commerce during holiday seasons, a ticketing system for big events, a live streaming service hosting the World Cup, or a financial institute that must provide seamless transactions. Load and performance testing, along with the creation of a simulated environment for testing, is your key to success. This combination provides the understanding of how your application will behave under high-stress circumstances and ensures stability and performance...

Lisette Zounon
Zsquare Solutions Inc.
K5

Supercharge Your Confidence As a Tester in the DevOps and AI Era

Thursday, May 2, 2024 - 4:15pm to 5:15pm

In software development, particularly in the DevOps and AI era, the role of a tester is both crucial and challenging. WE need to aim to empower testers with strategies to excel in this environment, ensuring they deliver the highest quality applications. In this keynote, you will learn how to manage expectations and instill confidence in your team along the software delivery process. Join Lisette to explore effective communication techniques with stakeholders, establishing trust and demonstrating value from the project's inception. Discover how to continuously leverage key performance...