Fault detection and localization in distributed systems using invariant relationships

@article{Sharma2013FaultDA,
  title={Fault detection and localization in distributed systems using invariant relationships},
  author={Abhishek B. Sharma and Haifeng Chen and Min Ding and Kenji Yoshihira and Guofei Jiang},
  journal={2013 43rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN)},
  year={2013},
  pages={1-8}
}
Recent advances in sensing and communication technologies enable us to collect round-the-clock monitoring data from a wide-array of distributed systems including data centers, manufacturing plants, transportation networks, automobiles, etc. Often this data is in the form of time series collected from multiple sensors (hardware as well as software based). Previously, we developed a time-invariant relationships based approach that uses Auto-Regressive models with eXogenous input (ARX) to model… CONTINUE READING
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References

Publications referenced by this paper.
Showing 1-10 of 16 references

Analyses of Multiple Evidence Combination

J. H. Lee
SIGIR, • 1997
View 4 Excerpts
Highly Influenced

A Data Analytic Engine Towards Self-Management of Cyber-Physical Systems

2013 IEEE 33rd International Conference on Distributed Computing Systems Workshops • 2013
View 1 Excerpt

Invariants Based Failure Diagnosis in Distributed Computing Systems

2010 29th IEEE Symposium on Reliable Distributed Systems • 2010
View 3 Excerpts

Applying graph-based anomaly detection approaches to the discovery of insider threats

2009 IEEE International Conference on Intelligence and Security Informatics • 2009
View 1 Excerpt

This Car Runs on Code

R. N. Charette
IEEE Spectrum, Feb. • 2009
View 1 Excerpt

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