STARCANADA 2017 - Big Data, Analytics, AI/Machine Learning for Testing | TechWell

STARCANADA 2017 - Big Data, Analytics, AI/Machine Learning for Testing

Tuesday, October 17

Isabel Evans
Independent Consultant
TH

Human Factors for Test Automation: How People Affect Project Success

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Tuesday, October 17, 2017 - 1:00pm to 4:30pm

Successful test automation is not just about selecting and implementing tools and a technical infrastructure. People in teams make the changes that are required. People ensure the success or failure of the automation project. Understanding and managing expectations, attitudes toward change, teamwork, motivation, and communication are all vital if automation projects are to succeed. Isabel Evans identifies and discusses human factors around automation, teamwork, and human behavior to enable you to understand resistance to change, overcome mistrust of automation, and moderate inflated...
TI

Innovation: Evolving and Expanding Your Creative Capabilities

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Tuesday, October 17, 2017 - 1:00pm to 4:30pm

Innovation is a word frequently tossed around in organizations today. The standard cliché is “Do more with less.” People and teams want to be innovative but often struggle with how to define, prioritize, implement, and track their innovation efforts. Jennifer Bonine shares the Innovation Types model to give you new tools to evolve and expand your innovation capabilities. Find out if your innovation ideas and efforts match your team and company goals. Learn how to classify your innovation and improvement efforts as core (to the business) or context (essential but non-revenue generating)....

Wednesday, October 18

Jim_Trentadue
Independent Consultant
W4

Defining the Optimal Level of Test Automation

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Wednesday, October 18, 2017 - 10:15am to 11:15am

Test automation scripts are largely run against stable functionality with repeatable results. But automation does not have to be just about running reliable tests against a fixed code base to make them effective; rather, you can determine the right level of automation you need to meet your project’s needs. Three levels of test automation will be discussed in this presentation: Level 1 tests exercise the simplest aspect of functionality in a module, Level 2 tests explore all module aspects except interfaces to other components, and Level 3 tests examine the deepest level of functionality in...

W6

Improve Test Strategies and Outcomes with Mind Maps

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Wednesday, October 18, 2017 - 11:30am to 12:30pm

Do you ever sit in test strategy or test plan review sessions and get little or no participation from others? Are you looking for a better way to communicate important information around the test plan or strategy? Do you want your stakeholders to understand and engage in providing feedback and suggestions? Jennifer Bonine has a solution for you—a mind mapping tool that can help you address these questions. A mind map is a visual approach used to help organize information rather than a text outline or list. Jennifer helps you download a free mind mapping tool, trains you how to use the tool...

Paul_Merrill
Beaufort Fairmont
W7

Machine Learning: Will It Take Over Testing?

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Wednesday, October 18, 2017 - 11:30am to 12:30pm

Machine learning (ML), a branch of artificial intelligence, is gaining widespread adoption and interest on software development projects. Paul Merrill says that ML isn't typical programming. Algorithms can be changed and checked for accuracy at runtime to “learn” from data. Some companies are already generating and executing test cases using machine learning algorithms. It is projected that significant areas of the labor force—16 percent in transportation and 9 percent of healthcare—could see job cuts in the next few years. So it's time to start thinking: Might testing be on that list...
Obbie Pet
Independent Consultant
W8

Automating Performance Testing at Every Step

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Wednesday, October 18, 2017 - 11:30am to 12:30pm

A major insurance company is building its next-generation claims system and has fifty new APIs to test in twelve months. The entire effort is launched as a first-time agile project with continuous integration. Will the load test, which worked so well with waterfall, serve us when we build production candidates many times per day? How do we test the performance of a system made up of many independent services when any service can be released instantly? In other words: How do we adapt waterfall performance testing to work in an agile DevOps environment? Join Obbie Pet as he shares his...
Dorothy Graham
Software Test Consultant
W10

Are Your Tests Well-Traveled? Thoughts on Test Coverage

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Wednesday, October 18, 2017 - 1:30pm to 2:30pm

There are many places to visit it the world and it can be interesting to see “where you’ve been”. There are many places in software for tests to visit, and seeing “where the tests have been” can be very interesting for testers. Dot Graham explains what coverage is, and why it can be misleading to talk about 100% coverage. Coverage is a relationship between the tests and the software being tested, and is an objective measurement of some aspect of thoroughness of the testing. Dot will discuss the ways in which the term coverage is mis-used, and the four caveats of coverage which every tester...

Hilary_Weaver-Robb
Quicken Loans
W15

Testing RESTful Web Services

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Wednesday, October 18, 2017 - 3:00pm to 4:00pm

A lot of folks doing testing (QAs, BAs, and Devs alike) are experienced with testing applications through the front end—a graphical user interface or a mobile app. However, Hilary Weaver-Robb says that with this type of testing we often miss the internal web services and APIs that power those applications. Integration or web service tests are right in the middle of the Testing Pyramid, so to ensure adequate coverage it’s vital for testers to know how to test at that level. Thankfully, to test web services we can apply many of the same principles we already know. Hilary focuses on...
Jeffery Payne
Coveros, Inc.
K2

Succeeding with Rapid and Continuous Testing

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Wednesday, October 18, 2017 - 4:15pm to 5:15pm

All organizations are running to keep pace with the transformative changes in software development and delivery. You’re on the hook for immediately automating more and more tests to support a more rapid or continuous flow of new features, delivered into production. So, where do you start? Must testers become coders and automate to survive? Must everything be automated? Jeffery Payne argues that the need to automate almost all tests is a misconception. Jeffery explores how automated testing and manual testing are best balanced during rapid and continuous testing. See how you can employ...

Thursday, October 19

Geoff_Meyer
Dell EMC
T2

Leverage Big Data and Analytics for Testing

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Thursday, October 19, 2017 - 10:15am to 11:15am

Sabermetrics turned the baseball world upside down by challenging decades-old measures of individual performance and their perceived linkage to team success. After cementing their legacy as the Lovable Losers for 108 years, the Chicago Cubs were able to leverage a data-driven approach to finally win a World Series. An Arkansas high school football coach, devoted to statistical analysis, has won three state championships—by never punting. Formula 1 racing teams collect staggering amounts of telemetry data from their race cars for the purpose of eking out seconds during the course of a race...

CA Technologies
T7

Getting a Grip on Cognitive Adaptive Testing

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Thursday, October 19, 2017 - 11:30am to 12:30pm

Cognitive Adaptive Testing means harnessing the power of analytics and autonomics in support of continuous delivery. The emergence of cognitive adaptive testing is driven by trends towards omni-channel content delivery, utilization of big data and an improved customer experience. Digital business systems need to be extremely responsive to customer sentiment, work across a variety of devices, be resilient in the face of unpredictable failure modes, and process huge amounts of unstructured data. Such scenarios put extreme pressure on IT systems and processes to be not only more responsive,...

Steve_Rowe
Microsoft
T10

Amp Up Your Testing by Harnessing Test Data

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Thursday, October 19, 2017 - 1:30pm to 2:30pm

The data tsunami is coming—or maybe it’s already here. Data science, big data, and machine learning are the buzzwords of the day. Data is changing our products and the way we build them, so we should also change the way we verify our products. In a world of increasing connectivity and accelerated deadlines, data can provide an edge. But what role should data play in assessing the quality of software? Where does it make sense to use data, and where is it inappropriate? Steve Rowe covers the history of how data fits into testing, explains why data is an important tool to have in your quality...