S. Ma

Critical event prediction for proactive management in large-scale computer clusters

R.K. Sahoo, Adam J. Oliner, Irina Rish et al. · 2003 · 265 citations

Cluster Computing, Engineering, Fault Forecasting +21

Adaptive Diagnosis in Distributed Systems

Irina Rish, Marc Brodie, S. Ma et al. · IEEE Transactions on Neural Networks · 2005 · 180 citations

Cluster Computing, Distributed Intelligent System, Engineering +23

Is random model better? On its accuracy and efficiency

Weijian Fan, Hongkuan Wang, P.S. Yu et al. · 2004 · 124 citations

Artificial Intelligence, Meta-learning (Computer Science), Engineering +18

Predictive algorithms in the management of computer systems

Ricardo Vilalta, Chid Apte, Joseph L. Hellerstein et al. · IBM Systems Journal · 2002 · 110 citations

Software Maintenance, Engineering, Fault Forecasting +21

Intelligent probing: A cost-effective approach to fault diagnosis in computer networks

Marc Brodie, Irina Rish, S. Ma · IBM Systems Journal · 2002 · 49 citations