Big Data Analytics in SAI India
"Introduction to big data analytics in the context of SAI India, exploring the benefits, applications, and auditing processes. Learn about the vast volumes of data, applications in various sectors, and the role of big data in decision-making and risk assessment."
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Presentation Transcript
Why do automation projects fail? Technical Factors Record Playback Trap Slow execution times UI automation unstable Maintenance
My personal experiences Where I failed Lessons I ve learned
Case Study (The salesman) Large testing team Small mix of testers that can code and developers Strong team buy in No management buy in Management buy in required
Case Study (The Expert) Large team of testers (non coders) The expert Management buy in Lack of tester participation Team buy in required
Case Study (Baggage) Large testing team Experienced team of automators Big shot Silicon Valley Manager Management and testing team buy in No continuous integration No silver bullet
Case study (Telephone game) Large testing team (non coders) Strong automation team Lots of buy in Great development practices Offshore developers, on/offshore testers, on/offshore automators, exploratory testing Keep testers close
Case Study (The Beast) Large team of testers Experienced team of automators Mature development practice Equally mature testing practice Know when to stop
Case Study (Man out of time) Tiny testing team all testers can code Management and team buy in Development was a well oiled machine One week sprints Fast is better than perfect
Automation is not meant to replace testing It is used to free up time for other activities more suitable for humans. Exploratory testing, context-driven testing AI is a separate discussion
Keep it small Keep testers close to automators Make sure you have buy in Keep it small 62% success!! Quick ROI Don t be afraid leverage existing tools and hack Did I mention keep it small? Make it Micro
Testers automate small everyday tasks intended to save time. Over time these scripts are bundled together to form the automation framework.
Choose a flexible framework ie programming language Your testers are your automators Narkov http://www.businessinsider.com/programmer- automates-his-job-2015-11 Proven ROI A reason to invest in a framework Train your team Teach them to use scripts Teach them a language that can parse text Teach them to use Virtual machines
Skynet launches nuclear missiles against humanity. Continuous testing, virtual environments, remote control, artificial intelligence Automated regression, continuous integration Simple code snippets, automated deployment No automation, over the fence development
samstruong@gmail.com Don t forget the extra s in the middle. Sam Truong
