Detail

Failure Prediction: The Future of Dependable Computing

“Nothing can assure the absence of errors”. Runtime failure prediction
is one of the prerequisites to prevent system failures and thus increase
availability. The problem is that a large amount of field failure data is
needed for training failure prediction algorithms and for selecting the
variables that show the best failure symptoms. In this talk we will
explore the applicability of software fault injection techniques to improve
failure prediction algorithms. In particular, we will present a concrete
example on using injection of software faults for identifying variables
for failure prediction in a complex system running Windows Xp.