Created by W.Langdon from gp-bibliography.bib Revision:1.8098
We leverage the fact that the durations of two crucial Flash operations, program and erase, change as the chips age. Their timings, recorded at intervals early in chips' working lifetimes, are used to predict whether storage locations will function correctly after given numbers of operations. We examine how early and with how little data such predictions can be made. Genetic Programming, employing the timings as inputs, is used to evolve binary classifiers that achieve up to a mean of 97.88percent correct classification. This technique displays huge potential for real-world application, with resulting savings for manufacturers.",
Genetic Programming entries for Damien Hogan Tom Arbuckle Conor Ryan