Abstract: To improve the efficiency of log anomaly detection in the Linux operating system, this paper proposes a Linux log anomaly detection method based on an improved gradient lifting decision tree ...

There is increasingly interest in developing embedded machine learning hardware as it can offer better performance in terms of privacy, bandwidth efficiency, and scalability. Gradient-boosted decision ...