Robert C. Durbeck
IEEE TACON
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.
Robert C. Durbeck
IEEE TACON
N.K. Ratha, A.K. Jain, et al.
Workshop CAMP 2000
Frank R. Libsch, S.C. Lien
IBM J. Res. Dev
Liqun Chen, Matthias Enzmann, et al.
FC 2005