Failure Detection in Large-Scale Internet Services by Principal Subspace Mapping

Abstract

Fast and accurate failure detection is becoming essential in managing large-scale Internet services. This paper proposes a novel detection approach based on the subspace mapping between the system inputs and internal measurements. By exploring these contextual dependencies, our detector can initiate repair actions accurately, increasing the availability of… (More)
DOI: 10.1109/TKDE.2007.190633

Topics

17 Figures and Tables

Cite this paper

@article{Chen2007FailureDI, title={Failure Detection in Large-Scale Internet Services by Principal Subspace Mapping}, author={Haifeng Chen and Guofei Jiang and Kenji Yoshihira}, journal={IEEE Transactions on Knowledge and Data Engineering}, year={2007}, volume={19} }