October 5, 2018

IoTFriday E38 | Bug predictor @ QX day 2018

BY :     October 5, 2018

Today Tom and Steven are at the QXday 2018. Tom did the keynote on predictive quality. One of the first things you can do is build a defect predictor yourself! Use the knowledge and tutorials of online environments like Google Tensorflow, learn and train an algorithm with your own defect database. We used the open available defect list of the linux kernel and trained with this data to get a defect predictor that has 72% accuracy. I’m curious to see how you do!

Tom Van de Ven

About

Tom van de Ven is active in the field of High Tech testing for 15 years. As a High Tech test expert he is a frequently asked sparring partner for Sogeti High Tech customers with regard to starting/professionalizing test projects. Besides a multitude of test assignments (eg. in the field of healthcare, semiconductors, agriculture and automotive) he is an active member of the Sogeti High Tech Test Competence Centre and a speaker for High Tech seminars. Tom uses his experience in a role as a coach for (starting) High Tech test engineers and is constantly looking for improvements in High Tech test methodologies. He is the author of the book that combines Internet of Things and TMap: IoTMap!!!. He also teaches and develops several testing courses in the embedded and high tech domain. If not teaching, testing a tunnel or promoting “Quick Tech Testing” you can find him setting up a high tech test automation framework for the odd customer.

More on Tom Van de Ven.

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    *Opinions expressed on this blog reflect the writer’s views and not the position of the Sogeti Group