Title :
On finding vestiges of Internet backbone failures for optimizing wide area data replication
Author :
Abe, Hirotake ; Moriya, Hirotaka ; Umemura, Kyoji
Author_Institution :
Cybermedia Center, Osaka Univ., Ibaraki, Japan
Abstract :
To design an efficient and effective data replication strategy, we are trying to collect real data on Internet communication failures. Here, we present results of our ongoing effort to find vestiges of Internet backbone failures. Our approach is to apply a statistical outlier detection method on graph-theoretic metrics to pick up suspicious cases within AS-level topology data that have accumulated for years. We report that the number of nodes and average clustering coefficient are promising components.
Keywords :
Internet; computer network reliability; data handling; graph theory; pattern clustering; telecommunication network topology; AS-level topology; Internet backbone failure; Internet communication failure vestiges; autonomous system; clustering coefficient; graph-theoretic metrics; statistical outlier detection method; wide area data replication optimization; Communication Failure; Data Replication; Internet Topology; Statistical Outlier Detection;
Conference_Titel :
Dependable Systems and Networks Workshops (DSN-W), 2011 IEEE/IFIP 41st International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4577-0374-4
Electronic_ISBN :
978-1-4577-0373-7
DOI :
10.1109/DSNW.2011.5958846