Predicting system-level test and in-field customer failures using data mining

This paper describes our deployment of data mining techniques during final test to predict system level test failures and customer returns for two recent mixed-signal system-on-chip products. Emphasis is put on practical considerations for simplifying test flow implementation while still meeting the twin goals of reduced test cost and improved product quality.