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Linux operating system is a complex system that is prone to suffer failures during usage, and increases difficulties of fixing bugs. Different testing strategies and fault mitigation methods can be developed and applied based on different types of bugs, which leads to the necessity to have a deep understanding of the nature of bugs in Linux. In this paper, an empirical study is carried out on 5741...
Understanding the types of defects is of practical interest, which could help developers adopt proper measures in current and future software releases. As the amount of bug reports increasing, manual classification brings a heavy burden to developers. In this paper, we propose a word2vec based framework of multi-granularity automatic classification for bug reports based on fault triggers. Except classifying...
Based on the channel combination and split, the binary discrete channel will come up a channel polarization phenomenon, when the number of combined channels tends to infinity, part of the channels will become ideal channel without any noise and another part of the channels will became pure noisy channel. The polarization code is a kind of channel coding method based on channel polarization, which...
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