Abstract
The ECODE FP7 project researches cognitive routing functions in future networks. We demonstrate machine learning augmented OSPF routing which infers SRLGs from network failure history. Inferred SRLGs are used to improve OSPF convergence and recovery times during subsequent (multiple) network failures.
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References
ECODE FP7 project, http://www.ecode-project.eu/
Moy, J.: OSPF Version 2, RFC 2328, Internet Engineering Task Force (IETF) (April 1998)
XORP, eXtensible Open Router Platform, http://www.xorp.org/
Das, G., Papadimitriou, D., Tavernier, W., Colle, D., Dhaene, T., Pickavet, M., Demeester, P.: Link State Protocol data mining for shared risk link group detection. In: Proc. of 19th International Conference on Computer Communications and Networks (ICCCN 2010), Zurich, Switzerland, August 2-5 (2010)
Demonstration video, http://users.ugent.be/~bpuype/pub/fia-ghent/
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Puype, B., Papadimitriou, D., Das, G., Colle, D., Pickavet, M., Demeester, P. (2010). SRLG Inference in OSPF for Improved Reconvergence after Failures. In: Di Nitto, E., Yahyapour, R. (eds) Towards a Service-Based Internet. ServiceWave 2010. Lecture Notes in Computer Science, vol 6481. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-17694-4_38
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DOI: https://doi.org/10.1007/978-3-642-17694-4_38
Publisher Name: Springer, Berlin, Heidelberg
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