Arun Viswanathan, Nancy Feldman, et al.
IEEE Communications Magazine
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.
Arun Viswanathan, Nancy Feldman, et al.
IEEE Communications Magazine
Hendrik F. Hamann
InterPACK 2013
Raghu Krishnapuram, Krishna Kummamuru
IFSA 2003
Eric Price, David P. Woodruff
FOCS 2011