Fault Prediction in Distributed Systems Gone Wild

Canini, Marco;Novakovic, Dejan;Jovanovic, Vojin;Kostic, Dejan
(2010) LADIS ’10

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Authors
  • Canini, MarcoUCLouvain
    Author
  • Novakovic, DejanEPFL
    Author
  • Jovanovic, VojinEPFL
    Author
  • Kostic, DejanEPFL
    Author
Abstract
We consider the problem of predicting faults in deployed, large-scale distributed systems that are heterogeneous and federated. Motivated by the importance of ensuring reliability of the services these systems provide, we argue that the key step in making these systems reliable is the need to automatically predict faults. For example, doing so is vital for avoiding Internet-wide outages that occur due to programming errors or misconfigurations.
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Citations

Canini, M., Novakovic, D., Jovanovic, V., & Kostic, D. (2010). Fault Prediction in Distributed Systems Gone Wild. Proceedings of the 4th International Workshop on Large Scale Distributed Systems and Middleware. Published. LADIS ’10. https://doi.org/10.1145/1859184.1859187