Thomas M. Cover
IEEE Trans. Inf. Theory
Predictive algorithms play a crucial role in systems management by alerting the user to potential failures. We report on three case studies dealing with the prediction of failures in computer systems: (1) long-term prediction of performance variables (e.g., disk utilization), (2) short-term prediction of abnormal behavior (e.g., threshold violations), and (3) short-term prediction of system events (e.g., router failure). Empirical results show that predictive algorithms can be successfully employed in the estimation of performance variables and the prediction of critical events.
Thomas M. Cover
IEEE Trans. Inf. Theory
Michael C. McCord, Violetta Cavalli-Sforza
ACL 2007
Ruixiong Tian, Zhe Xiang, et al.
Qinghua Daxue Xuebao/Journal of Tsinghua University
Robert E. Donovan
INTERSPEECH - Eurospeech 2001