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categories description image session_attendee_num session_id session_room session_slot session_speakers session_track tag tags title youtube_video_url amazon_s3_presentation_url amazon_s3_video_url
bkk19
Test results triage is the most time-consuming step currently in Texas Instruments CI cycle. Embedded tests are more susceptible to failures caused by external factors due to test setup complexity. A typical embedded test contains multiple points of failure. <br /> This work uses a neural network to classify test results automatically and to detect real regressions. It helps scaling TIs validation cycle by automating the most time-consuming step.<br />
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/assets/images/featured-images/bkk19/BKK19-416.png
55
BKK19-416
Session Room 3 (Lotus 10)
end_time start_time
2019-04-04 09:25:00
2019-04-04 09:00:00
speaker_bio speaker_company speaker_image speaker_location speaker_name speaker_position speaker_username
15+ years of experience in the embedded industry.<br>Co-author of Opentest validation framewrok.<br>Linux Integration &amp; Validation manager at TI since 2015.
Texas Instruments
/assets/images/speakers/bkk19/carlos-hernandez.jpg
Carlos Hernandez
Integration & Validation mgr
ceh2
speaker_bio speaker_company speaker_image speaker_location speaker_name speaker_position speaker_username
/assets/images/speakers/placeholder.jpg
Jonah Willis
jwillis16
Validation and CI
session
Machine Learning/AI
Testing
Validation and CI
Tools
Linux Kernel
BKK19-416 - Automating test results analysis using neural networks
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