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BridgeFinder: Finding communication bottlenecks in distributed environments

Bradler, Dirk ; Krumov, Lachezar ; Aitenbichler, Erwin ; Kangasharju, Jussi (2011)
BridgeFinder: Finding communication bottlenecks in distributed environments.
Barcelona, Spain
Konferenzveröffentlichung, Bibliographie

Kurzbeschreibung (Abstract)

Nodes in mobile networks are usually unevenly distributed over space. Several dense clusters of nodes are interconnected by a few nodes in sparsely occupied areas. Removing vital nodes along such bridges would partition the network and severely reduce the overall connectivity. Consequently, detecting and protecting those few vital nodes is crucial for keeping the network operational. In order to achieve this task, we present our novel approach: BridgeFinder. Most importantly, BridgeFinder allows us to calculate good estimates for global graph measures, while operating as a fully distributed algorithm and causing only very little messaging overhead. It is based on an extension of the Push-Sum gossiping protocol and is significantly faster and more precise than existing mechanisms. We also show how BridgeFinder can be implemented in practice and show that it is very robust against malicious nodes attempting to skew the gossiping protocol.

Typ des Eintrags: Konferenzveröffentlichung
Erschienen: 2011
Autor(en): Bradler, Dirk ; Krumov, Lachezar ; Aitenbichler, Erwin ; Kangasharju, Jussi
Art des Eintrags: Bibliographie
Titel: BridgeFinder: Finding communication bottlenecks in distributed environments
Sprache: Englisch
Publikationsjahr: März 2011
Verlag: IEEE Intl. Conf. Information Networking (ICOIN)
Veranstaltungsort: Barcelona, Spain
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Kurzbeschreibung (Abstract):

Nodes in mobile networks are usually unevenly distributed over space. Several dense clusters of nodes are interconnected by a few nodes in sparsely occupied areas. Removing vital nodes along such bridges would partition the network and severely reduce the overall connectivity. Consequently, detecting and protecting those few vital nodes is crucial for keeping the network operational. In order to achieve this task, we present our novel approach: BridgeFinder. Most importantly, BridgeFinder allows us to calculate good estimates for global graph measures, while operating as a fully distributed algorithm and causing only very little messaging overhead. It is based on an extension of the Push-Sum gossiping protocol and is significantly faster and more precise than existing mechanisms. We also show how BridgeFinder can be implemented in practice and show that it is very robust against malicious nodes attempting to skew the gossiping protocol.

Freie Schlagworte: - SCS (Smart Civil Security);- SCS: ProTecT;- SCS: SoKNOS (jointly with MDI, SST);- P2P - Area Peer-to-Peer Systems;Mobile Networks, Distributed Algorithm, Detecting Critical Peers
ID-Nummer: TUD-CS-2010-0065
Fachbereich(e)/-gebiet(e): 20 Fachbereich Informatik > Telekooperation
20 Fachbereich Informatik > Peer-to-Peer Netzwerke
20 Fachbereich Informatik
Hinterlegungsdatum: 31 Dez 2016 12:59
Letzte Änderung: 30 Mai 2018 12:43
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